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ORCIDBibTeX records: Giorgio Giacinto
@article{DBLP:journals/istr/SoiSMG24,
author = {Diego Soi and
Alessandro Sanna and
Davide Maiorca and
Giorgio Giacinto},
title = {Enhancing android malware detection explainability through function
call graph APIs},
journal = {J. Inf. Secur. Appl.},
volume = {80},
pages = {103691},
year = {2024},
url = {https://doi.org/10.1016/j.jisa.2023.103691},
doi = {10.1016/J.JISA.2023.103691},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/istr/SoiSMG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/BergadanoG23,
author = {Francesco Bergadano and
Giorgio Giacinto},
title = {Special Issue "AI for Cybersecurity: Robust Models for Authentication,
Threat and Anomaly Detection"},
journal = {Algorithms},
volume = {16},
number = {7},
pages = {327},
year = {2023},
url = {https://doi.org/10.3390/a16070327},
doi = {10.3390/A16070327},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/BergadanoG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itasec/PalaPSMG23,
author = {Bruno Pala and
Lorenzo Pisu and
Silvia Lucia Sanna and
Davide Maiorca and
Giorgio Giacinto},
editor = {Francesco Buccafurri and
Elena Ferrari and
Gianluca Lax},
title = {A Targeted Assessment of Cross-Site Scripting Detection Tools},
booktitle = {Proceedings of the Italian Conference on Cyber Security {(ITASEC}
2023), Bari, Italy, May 2-5, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3488},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3488/paper26.pdf},
timestamp = {Thu, 21 Sep 2023 17:01:40 +0200},
biburl = {https://dblp.org/rec/conf/itasec/PalaPSMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-17356,
author = {Diego Soi and
Davide Maiorca and
Giorgio Giacinto and
Harel Berger},
title = {Can you See me? On the Visibility of NOPs against Android Malware
Detectors},
journal = {CoRR},
volume = {abs/2312.17356},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.17356},
doi = {10.48550/ARXIV.2312.17356},
eprinttype = {arXiv},
eprint = {2312.17356},
timestamp = {Fri, 19 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-17356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/MelisSDMBGR22,
author = {Marco Melis and
Michele Scalas and
Ambra Demontis and
Davide Maiorca and
Battista Biggio and
Giorgio Giacinto and
Fabio Roli},
title = {Do gradient-based explanations tell anything about adversarial robustness
to android malware?},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {13},
number = {1},
pages = {217--232},
year = {2022},
url = {https://doi.org/10.1007/s13042-021-01393-7},
doi = {10.1007/S13042-021-01393-7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/MelisSDMBGR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimva/MeloniSMG22,
author = {Francesco Meloni and
Alessandro Sanna and
Davide Maiorca and
Giorgio Giacinto},
editor = {Lorenzo Cavallaro and
Daniel Gruss and
Giancarlo Pellegrino and
Giorgio Giacinto},
title = {Extended Abstract: Effective Call Graph Fingerprinting for the Analysis
and Classification of Windows Malware},
booktitle = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 19th International Conference, {DIMVA} 2022, Cagliari, Italy, June
29 - July 1, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13358},
pages = {42--52},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09484-2\_3},
doi = {10.1007/978-3-031-09484-2\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dimva/MeloniSMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esorics/BorzacchielloCM22,
author = {Luca Borzacchiello and
Emilio Coppa and
Davide Maiorca and
Andrea Columbu and
Camil Demetrescu and
Giorgio Giacinto},
editor = {Vijayalakshmi Atluri and
Roberto Di Pietro and
Christian Damsgaard Jensen and
Weizhi Meng},
title = {Reach Me if You Can: On Native Vulnerability Reachability in Android
Apps},
booktitle = {Computer Security - {ESORICS} 2022 - 27th European Symposium on Research
in Computer Security, Copenhagen, Denmark, September 26-30, 2022,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {13556},
pages = {701--722},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-17143-7\_34},
doi = {10.1007/978-3-031-17143-7\_34},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esorics/BorzacchielloCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icsbt/JanovskyMMMG22,
author = {Adam Janovsky and
Davide Maiorca and
Dominik Macko and
Vashek Matyas and
Giorgio Giacinto},
editor = {Marten van Sinderen and
Fons Wijnhoven and
Slimane Hammoudi and
Pierangela Samarati and
Sabrina De Capitani di Vimercati},
title = {Explaining the Use of Cryptographic {API} in Android Malware},
booktitle = {E-Business and Telecommunications - 19th International Conference,
{ICSBT} 2022, Lisbon, Portugal, July 14-16, 2022, and 19th International
Conference, {SECRYPT} 2022, Lisbon, Portugal, July 11-13, 2022, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1849},
pages = {69--97},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-45137-9\_4},
doi = {10.1007/978-3-031-45137-9\_4},
timestamp = {Wed, 31 Jan 2024 07:42:55 +0100},
biburl = {https://dblp.org/rec/conf/icsbt/JanovskyMMMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secrypt/JanovskyMMMG22,
author = {Adam Janovsky and
Davide Maiorca and
Dominik Macko and
Vashek Matyas and
Giorgio Giacinto},
editor = {Sabrina De Capitani di Vimercati and
Pierangela Samarati},
title = {A Longitudinal Study of Cryptographic {API:} {A} Decade of Android
Malware},
booktitle = {Proceedings of the 19th International Conference on Security and Cryptography,
{SECRYPT} 2022, Lisbon, Portugal, July 11-13, 2022},
pages = {121--133},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011265300003283},
doi = {10.5220/0011265300003283},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/secrypt/JanovskyMMMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dimva/2022,
editor = {Lorenzo Cavallaro and
Daniel Gruss and
Giancarlo Pellegrino and
Giorgio Giacinto},
title = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 19th International Conference, {DIMVA} 2022, Cagliari, Italy, June
29 - July 1, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13358},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-09484-2},
doi = {10.1007/978-3-031-09484-2},
isbn = {978-3-031-09483-5},
timestamp = {Fri, 01 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dimva/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-05573,
author = {Adam Janovsky and
Davide Maiorca and
Dominik Macko and
Vashek Matyas and
Giorgio Giacinto},
title = {A Longitudinal Study of Cryptographic {API} - a Decade of Android
Malware},
journal = {CoRR},
volume = {abs/2205.05573},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.05573},
doi = {10.48550/ARXIV.2205.05573},
eprinttype = {arXiv},
eprint = {2205.05573},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-05573.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itasec/MalandroneVGM21,
author = {Giuseppe Mario Malandrone and
Giovanni Virdis and
Giorgio Giacinto and
Davide Maiorca},
editor = {Alessandro Armando and
Michele Colajanni},
title = {PowerDecode: {A} PowerShell Script Decoder Dedicated to Malware Analysis},
booktitle = {Proceedings of the Italian Conference on Cybersecurity, {ITASEC} 2021,
All Digital Event, April 7-9, 2021},
series = {{CEUR} Workshop Proceedings},
volume = {2940},
pages = {219--232},
publisher = {CEUR-WS.org},
year = {2021},
url = {https://ceur-ws.org/Vol-2940/paper19.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/itasec/MalandroneVGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MaiorcaDBRG20,
author = {Davide Maiorca and
Ambra Demontis and
Battista Biggio and
Fabio Roli and
Giorgio Giacinto},
title = {Adversarial Detection of Flash Malware: Limitations and Open Issues},
journal = {Comput. Secur.},
volume = {96},
pages = {101901},
year = {2020},
url = {https://doi.org/10.1016/j.cose.2020.101901},
doi = {10.1016/J.COSE.2020.101901},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/MaiorcaDBRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/information/CaraSGM20,
author = {Fabrizio Cara and
Michele Scalas and
Giorgio Giacinto and
Davide Maiorca},
title = {On the Feasibility of Adversarial Sample Creation Using the Android
System {API}},
journal = {Inf.},
volume = {11},
number = {9},
pages = {433},
year = {2020},
url = {https://doi.org/10.3390/info11090433},
doi = {10.3390/INFO11090433},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/information/CaraSGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/PutzuPG20,
author = {Lorenzo Putzu and
Luca Piras and
Giorgio Giacinto},
title = {Convolutional neural networks for relevance feedback in content based
image retrieval},
journal = {Multim. Tools Appl.},
volume = {79},
number = {37-38},
pages = {26995--27021},
year = {2020},
url = {https://doi.org/10.1007/s11042-020-09292-9},
doi = {10.1007/S11042-020-09292-9},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/PutzuPG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosp/RossiGIGB20,
author = {Maria Teresa Rossi and
Renan Greca and
Ludovico Iovino and
Giorgio Giacinto and
Antonia Bertolino},
title = {Defensive Programming for Smart Home Cybersecurity},
booktitle = {{IEEE} European Symposium on Security and Privacy Workshops, EuroS{\&}P
Workshops 2020, Genoa, Italy, September 7-11, 2020},
pages = {600--605},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/EuroSPW51379.2020.00087},
doi = {10.1109/EUROSPW51379.2020.00087},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurosp/RossiGIGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ScalasRG20,
author = {Michele Scalas and
Konrad Rieck and
Giorgio Giacinto},
editor = {Alberto Del Bimbo and
Rita Cucchiara and
Stan Sclaroff and
Giovanni Maria Farinella and
Tao Mei and
Marco Bertini and
Hugo Jair Escalante and
Roberto Vezzani},
title = {Explanation-Driven Characterization of Android Ransomware},
booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges
- Virtual Event, January 10-15, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12663},
pages = {228--242},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68796-0\_17},
doi = {10.1007/978-3-030-68796-0\_17},
timestamp = {Tue, 11 Apr 2023 17:29:51 +0200},
biburl = {https://dblp.org/rec/conf/icpr/ScalasRG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-01452,
author = {Marco Melis and
Michele Scalas and
Ambra Demontis and
Davide Maiorca and
Battista Biggio and
Giorgio Giacinto and
Fabio Roli},
title = {Do Gradient-based Explanations Tell Anything About Adversarial Robustness
to Android Malware?},
journal = {CoRR},
volume = {abs/2005.01452},
year = {2020},
url = {https://arxiv.org/abs/2005.01452},
eprinttype = {arXiv},
eprint = {2005.01452},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-01452.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/ScalasMMVMG19,
author = {Michele Scalas and
Davide Maiorca and
Francesco Mercaldo and
Corrado Aaron Visaggio and
Fabio Martinelli and
Giorgio Giacinto},
title = {On the effectiveness of system API-related information for Android
ransomware detection},
journal = {Comput. Secur.},
volume = {86},
pages = {168--182},
year = {2019},
url = {https://doi.org/10.1016/j.cose.2019.06.004},
doi = {10.1016/J.COSE.2019.06.004},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/ScalasMMVMG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/MaiorcaBG19,
author = {Davide Maiorca and
Battista Biggio and
Giorgio Giacinto},
title = {Towards Adversarial Malware Detection: Lessons Learned from PDF-based
Attacks},
journal = {{ACM} Comput. Surv.},
volume = {52},
number = {4},
pages = {78:1--78:36},
year = {2019},
url = {https://doi.org/10.1145/3332184},
doi = {10.1145/3332184},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/MaiorcaBG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/DemontisMBMARCG19,
author = {Ambra Demontis and
Marco Melis and
Battista Biggio and
Davide Maiorca and
Daniel Arp and
Konrad Rieck and
Igino Corona and
Giorgio Giacinto and
Fabio Roli},
title = {Yes, Machine Learning Can Be More Secure! {A} Case Study on Android
Malware Detection},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {16},
number = {4},
pages = {711--724},
year = {2019},
url = {https://doi.org/10.1109/TDSC.2017.2700270},
doi = {10.1109/TDSC.2017.2700270},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/DemontisMBMARCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dimva/UgarteMCG19,
author = {Denis Ugarte and
Davide Maiorca and
Fabrizio Cara and
Giorgio Giacinto},
editor = {Roberto Perdisci and
Cl{\'{e}}mentine Maurice and
Giorgio Giacinto and
Magnus Almgren},
title = {PowerDrive: Accurate De-obfuscation and Analysis of PowerShell Malware},
booktitle = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 16th International Conference, {DIMVA} 2019, Gothenburg, Sweden,
June 19-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11543},
pages = {240--259},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22038-9\_12},
doi = {10.1007/978-3-030-22038-9\_12},
timestamp = {Tue, 29 Dec 2020 18:36:17 +0100},
biburl = {https://dblp.org/rec/conf/dimva/UgarteMCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/dimva/2019,
editor = {Roberto Perdisci and
Cl{\'{e}}mentine Maurice and
Giorgio Giacinto and
Magnus Almgren},
title = {Detection of Intrusions and Malware, and Vulnerability Assessment
- 16th International Conference, {DIMVA} 2019, Gothenburg, Sweden,
June 19-20, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11543},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-22038-9},
doi = {10.1007/978-3-030-22038-9},
isbn = {978-3-030-22037-2},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dimva/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-10270,
author = {Denis Ugarte and
Davide Maiorca and
Fabrizio Cara and
Giorgio Giacinto},
title = {PowerDrive: Accurate De-Obfuscation and Analysis of PowerShell Malware},
journal = {CoRR},
volume = {abs/1904.10270},
year = {2019},
url = {http://arxiv.org/abs/1904.10270},
eprinttype = {arXiv},
eprint = {1904.10270},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-10270.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-01037,
author = {Michele Scalas and
Giorgio Giacinto},
title = {Automotive Cybersecurity: Foundations for Next-Generation Vehicles},
journal = {CoRR},
volume = {abs/1910.01037},
year = {2019},
url = {http://arxiv.org/abs/1910.01037},
eprinttype = {arXiv},
eprint = {1910.01037},
timestamp = {Fri, 04 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-01037.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/MelisMBGR18,
author = {Marco Melis and
Davide Maiorca and
Battista Biggio and
Giorgio Giacinto and
Fabio Roli},
title = {Explaining Black-box Android Malware Detection},
booktitle = {26th European Signal Processing Conference, {EUSIPCO} 2018, Roma,
Italy, September 3-7, 2018},
pages = {524--528},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/EUSIPCO.2018.8553598},
doi = {10.23919/EUSIPCO.2018.8553598},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/MelisMBGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/KolosnjajiDBMGE18,
author = {Bojan Kolosnjaji and
Ambra Demontis and
Battista Biggio and
Davide Maiorca and
Giorgio Giacinto and
Claudia Eckert and
Fabio Roli},
title = {Adversarial Malware Binaries: Evading Deep Learning for Malware Detection
in Executables},
booktitle = {26th European Signal Processing Conference, {EUSIPCO} 2018, Roma,
Italy, September 3-7, 2018},
pages = {533--537},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/EUSIPCO.2018.8553214},
doi = {10.23919/EUSIPCO.2018.8553214},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/KolosnjajiDBMGE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/PutzuPG18,
author = {Lorenzo Putzu and
Luca Piras and
Giorgio Giacinto},
editor = {Petra Perner},
title = {Ten Years of Relevance Score for Content Based Image Retrieval},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 14th International
Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10935},
pages = {117--131},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-96133-0\_9},
doi = {10.1007/978-3-319-96133-0\_9},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/PutzuPG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-01185,
author = {Mansour Ahmadi and
Angelo Sotgiu and
Giorgio Giacinto},
title = {IntelliAV: Building an Effective On-Device Android Malware Detector},
journal = {CoRR},
volume = {abs/1802.01185},
year = {2018},
url = {http://arxiv.org/abs/1802.01185},
eprinttype = {arXiv},
eprint = {1802.01185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-01185.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03544,
author = {Marco Melis and
Davide Maiorca and
Battista Biggio and
Giorgio Giacinto and
Fabio Roli},
title = {Explaining Black-box Android Malware Detection},
journal = {CoRR},
volume = {abs/1803.03544},
year = {2018},
url = {http://arxiv.org/abs/1803.03544},
eprinttype = {arXiv},
eprint = {1803.03544},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-04173,
author = {Bojan Kolosnjaji and
Ambra Demontis and
Battista Biggio and
Davide Maiorca and
Giorgio Giacinto and
Claudia Eckert and
Fabio Roli},
title = {Adversarial Malware Binaries: Evading Deep Learning for Malware Detection
in Executables},
journal = {CoRR},
volume = {abs/1803.04173},
year = {2018},
url = {http://arxiv.org/abs/1803.04173},
eprinttype = {arXiv},
eprint = {1803.04173},
timestamp = {Fri, 15 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-04173.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-09563,
author = {Michele Scalas and
Davide Maiorca and
Francesco Mercaldo and
Corrado Aaron Visaggio and
Fabio Martinelli and
Giorgio Giacinto},
title = {R-PackDroid: Practical On-Device Detection of Android Ransomware},
journal = {CoRR},
volume = {abs/1805.09563},
year = {2018},
url = {http://arxiv.org/abs/1805.09563},
eprinttype = {arXiv},
eprint = {1805.09563},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-09563.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-00830,
author = {Davide Maiorca and
Battista Biggio and
Giorgio Giacinto},
title = {Towards Robust Detection of Adversarial Infection Vectors: Lessons
Learned in {PDF} Malware},
journal = {CoRR},
volume = {abs/1811.00830},
year = {2018},
url = {http://arxiv.org/abs/1811.00830},
eprinttype = {arXiv},
eprint = {1811.00830},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-00830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-09985,
author = {Battista Biggio and
Konrad Rieck and
Davide Ariu and
Christian Wressnegger and
Igino Corona and
Giorgio Giacinto and
Fabio Roli},
title = {Poisoning Behavioral Malware Clustering},
journal = {CoRR},
volume = {abs/1811.09985},
year = {2018},
url = {http://arxiv.org/abs/1811.09985},
eprinttype = {arXiv},
eprint = {1811.09985},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-09985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/PirasG17,
author = {Luca Piras and
Giorgio Giacinto},
title = {Information fusion in content based image retrieval: {A} comprehensive
overview},
journal = {Inf. Fusion},
volume = {37},
pages = {50--60},
year = {2017},
url = {https://doi.org/10.1016/j.inffus.2017.01.003},
doi = {10.1016/J.INFFUS.2017.01.003},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/PirasG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tomccap/Dang-NguyenPGBN17,
author = {Duc{-}Tien Dang{-}Nguyen and
Luca Piras and
Giorgio Giacinto and
Giulia Boato and
Francesco G. B. De Natale},
title = {Multimodal Retrieval with Diversification and Relevance Feedback for
Tourist Attraction Images},
journal = {{ACM} Trans. Multim. Comput. Commun. Appl.},
volume = {13},
number = {4},
pages = {49:1--49:24},
year = {2017},
url = {https://doi.org/10.1145/3103613},
doi = {10.1145/3103613},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tomccap/Dang-NguyenPGBN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/PireddaABCPGR17,
author = {Paolo Piredda and
Davide Ariu and
Battista Biggio and
Igino Corona and
Luca Piras and
Giorgio Giacinto and
Fabio Roli},
editor = {Floriana Esposito and
Roberto Basili and
Stefano Ferilli and
Francesca A. Lisi},
title = {Deepsquatting: Learning-Based Typosquatting Detection at Deeper Domain
Levels},
booktitle = {AI*IA 2017 Advances in Artificial Intelligence - XVIth International
Conference of the Italian Association for Artificial Intelligence,
Bari, Italy, November 14-17, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10640},
pages = {347--358},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-70169-1\_26},
doi = {10.1007/978-3-319-70169-1\_26},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/PireddaABCPGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdmake/AhmadiSG17,
author = {Mansour Ahmadi and
Angelo Sotgiu and
Giorgio Giacinto},
editor = {Andreas Holzinger and
Peter Kieseberg and
A Min Tjoa and
Edgar R. Weippl},
title = {IntelliAV: Toward the Feasibility of Building Intelligent Anti-malware
on Android Devices},
booktitle = {Machine Learning and Knowledge Extraction - First {IFIP} {TC} 5, {WG}
8.4, 8.9, 12.9 International Cross-Domain Conference, {CD-MAKE} 2017,
Reggio di Calabria, Italy, August 29 - September 1, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10410},
pages = {137--154},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-66808-6\_10},
doi = {10.1007/978-3-319-66808-6\_10},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdmake/AhmadiSG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/Suarez-TangilDA17,
author = {Guillermo Suarez{-}Tangil and
Santanu Kumar Dash and
Mansour Ahmadi and
Johannes Kinder and
Giorgio Giacinto and
Lorenzo Cavallaro},
editor = {Gail{-}Joon Ahn and
Alexander Pretschner and
Gabriel Ghinita},
title = {DroidSieve: Fast and Accurate Classification of Obfuscated Android
Malware},
booktitle = {Proceedings of the Seventh {ACM} Conference on Data and Application
Security and Privacy, {CODASPY} 2017, Scottsdale, AZ, USA, March 22-24,
2017},
pages = {309--320},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3029806.3029825},
doi = {10.1145/3029806.3029825},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/Suarez-TangilDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itasec/MaiorcaRCBG17,
author = {Davide Maiorca and
Paolo Russu and
Igino Corona and
Battista Biggio and
Giorgio Giacinto},
editor = {Alessandro Armando and
Roberto Baldoni and
Riccardo Focardi},
title = {Detection of Malicious Scripting Code Through Discriminant and Adversary-Aware
{API} Analysis},
booktitle = {Proceedings of the First Italian Conference on Cybersecurity (ITASEC17),
Venice, Italy, January 17-20, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1816},
pages = {96--105},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1816/paper-10.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:11 +0100},
biburl = {https://dblp.org/rec/conf/itasec/MaiorcaRCBG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itasec/DemontisBFGR17,
author = {Ambra Demontis and
Battista Biggio and
Giorgio Fumera and
Giorgio Giacinto and
Fabio Roli},
editor = {Alessandro Armando and
Roberto Baldoni and
Riccardo Focardi},
title = {Infinity-Norm Support Vector Machines Against Adversarial Label Contamination},
booktitle = {Proceedings of the First Italian Conference on Cybersecurity (ITASEC17),
Venice, Italy, January 17-20, 2017},
series = {{CEUR} Workshop Proceedings},
volume = {1816},
pages = {106--115},
publisher = {CEUR-WS.org},
year = {2017},
url = {https://ceur-ws.org/Vol-1816/paper-11.pdf},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/itasec/DemontisBFGR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/MaiorcaMGVM17,
author = {Davide Maiorca and
Francesco Mercaldo and
Giorgio Giacinto and
Corrado Aaron Visaggio and
Fabio Martinelli},
editor = {Ahmed Seffah and
Birgit Penzenstadler and
Carina Alves and
Xin Peng},
title = {R-PackDroid: {API} package-based characterization and detection of
mobile ransomware},
booktitle = {Proceedings of the Symposium on Applied Computing, {SAC} 2017, Marrakech,
Morocco, April 3-7, 2017},
pages = {1718--1723},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3019612.3019793},
doi = {10.1145/3019612.3019793},
timestamp = {Wed, 01 Feb 2023 17:58:48 +0100},
biburl = {https://dblp.org/rec/conf/sac/MaiorcaMGVM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DemontisMBMARCG17,
author = {Ambra Demontis and
Marco Melis and
Battista Biggio and
Davide Maiorca and
Daniel Arp and
Konrad Rieck and
Igino Corona and
Giorgio Giacinto and
Fabio Roli},
title = {Yes, Machine Learning Can Be More Secure! {A} Case Study on Android
Malware Detection},
journal = {CoRR},
volume = {abs/1704.08996},
year = {2017},
url = {http://arxiv.org/abs/1704.08996},
eprinttype = {arXiv},
eprint = {1704.08996},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DemontisMBMARCG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-06131,
author = {Battista Biggio and
Igino Corona and
Davide Maiorca and
Blaine Nelson and
Nedim Srndic and
Pavel Laskov and
Giorgio Giacinto and
Fabio Roli},
title = {Evasion Attacks against Machine Learning at Test Time},
journal = {CoRR},
volume = {abs/1708.06131},
year = {2017},
url = {http://arxiv.org/abs/1708.06131},
eprinttype = {arXiv},
eprint = {1708.06131},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-06131.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-10225,
author = {Davide Maiorca and
Battista Biggio and
Maria Elena Chiappe and
Giorgio Giacinto},
title = {Adversarial Detection of Flash Malware: Limitations and Open Issues},
journal = {CoRR},
volume = {abs/1710.10225},
year = {2017},
url = {http://arxiv.org/abs/1710.10225},
eprinttype = {arXiv},
eprint = {1710.10225},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-10225.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AhmadiBAAG16,
author = {Mansour Ahmadi and
Battista Biggio and
Steven Arzt and
Davide Ariu and
Giorgio Giacinto},
editor = {Long Lu and
Mohammad Mannan},
title = {Detecting Misuse of Google Cloud Messaging in Android Badware},
booktitle = {Proceedings of the 6th Workshop on Security and Privacy in Smartphones
and Mobile Devices, SPSM@CCS 2016, Vienna, Austria, October 24, 2016},
pages = {103--112},
publisher = {{ACM}},
year = {2016},
url = {http://dl.acm.org/citation.cfm?id=2994469},
timestamp = {Tue, 10 Nov 2020 16:06:16 +0100},
biburl = {https://dblp.org/rec/conf/ccs/AhmadiBAAG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/HoffmannRMWGH16,
author = {Johannes Hoffmann and
Teemu Rytilahti and
Davide Maiorca and
Marcel Winandy and
Giorgio Giacinto and
Thorsten Holz},
editor = {Elisa Bertino and
Ravi S. Sandhu and
Alexander Pretschner},
title = {Evaluating Analysis Tools for Android Apps: Status Quo and Robustness
Against Obfuscation},
booktitle = {Proceedings of the Sixth {ACM} on Conference on Data and Application
Security and Privacy, {CODASPY} 2016, New Orleans, LA, USA, March
9-11, 2016},
pages = {139--141},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2857705.2857737},
doi = {10.1145/2857705.2857737},
timestamp = {Tue, 09 Feb 2021 08:50:28 +0100},
biburl = {https://dblp.org/rec/conf/codaspy/HoffmannRMWGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/codaspy/AhmadiUSTG16,
author = {Mansour Ahmadi and
Dmitry Ulyanov and
Stanislav Semenov and
Mikhail Trofimov and
Giorgio Giacinto},
editor = {Elisa Bertino and
Ravi S. Sandhu and
Alexander Pretschner},
title = {Novel Feature Extraction, Selection and Fusion for Effective Malware
Family Classification},
booktitle = {Proceedings of the Sixth {ACM} on Conference on Data and Application
Security and Privacy, {CODASPY} 2016, New Orleans, LA, USA, March
9-11, 2016},
pages = {183--194},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2857705.2857713},
doi = {10.1145/2857705.2857713},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/codaspy/AhmadiUSTG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdweb/ContiniCMGA16,
author = {Matteo Contini and
Igino Corona and
Alessio Mulas and
Giorgio Giacinto and
Davide Ariu},
editor = {Giuliano Armano and
Alessandro Bozzon and
Matteo Cristani and
Alessandro Giuliani},
title = {Pharmaguard WebApp: An Application for the Detection of Illegal Online
Pharmacies},
booktitle = {Proceedings of the 2nd International Workshop on Knowledge Discovery
on the WEB, KDWeb 2016, Cagliari, Italy, September 8-10, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1748},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1748/paper-17.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:48 +0100},
biburl = {https://dblp.org/rec/conf/kdweb/ContiniCMGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ndss/0001JDBG16,
author = {David Freeman and
Sakshi Jain and
Markus D{\"{u}}rmuth and
Battista Biggio and
Giorgio Giacinto},
title = {Who Are You? {A} Statistical Approach to Measuring User Authenticity},
booktitle = {23rd Annual Network and Distributed System Security Symposium, {NDSS}
2016, San Diego, California, USA, February 21-24, 2016},
publisher = {The Internet Society},
year = {2016},
url = {http://wp.internetsociety.org/ndss/wp-content/uploads/sites/25/2017/09/who-are-you-statistical-approach-measuring-user-authenticity.pdf},
timestamp = {Thu, 17 Jun 2021 16:04:48 +0200},
biburl = {https://dblp.org/rec/conf/ndss/0001JDBG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/MaiorcaACAG15,
author = {Davide Maiorca and
Davide Ariu and
Igino Corona and
Marco Aresu and
Giorgio Giacinto},
title = {Stealth attacks: An extended insight into the obfuscation effects
on Android malware},
journal = {Comput. Secur.},
volume = {51},
pages = {16--31},
year = {2015},
url = {https://doi.org/10.1016/j.cose.2015.02.007},
doi = {10.1016/J.COSE.2015.02.007},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/MaiorcaACAG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mldm/AriuCTG15,
author = {Davide Ariu and
Igino Corona and
Roberto Tronci and
Giorgio Giacinto},
title = {Machine Learning in Security Applications},
journal = {Trans. Mach. Learn. Data Min.},
volume = {8},
number = {1},
pages = {3--39},
year = {2015},
url = {http://www.ibai-publishing.org/journal/issue\_mldm/2015\_July/mldm\_8\_1\_3\_39.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mldm/AriuCTG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mldm/Giacinto15,
author = {Giorgio Giacinto},
title = {Editorial},
journal = {Trans. Mach. Learn. Data Min.},
volume = {8},
number = {2},
pages = {59--60},
year = {2015},
url = {http://www.ibai-publishing.org/journal/issue\_mldm/2015\_October/mldm\_8\_2\_59\_60.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mldm/Giacinto15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scn/NaroueiAGTS15,
author = {Masoud Narouei and
Mansour Ahmadi and
Giorgio Giacinto and
Hassan Takabi and
Ashkan Sami},
title = {DLLMiner: structural mining for malware detection},
journal = {Secur. Commun. Networks},
volume = {8},
number = {18},
pages = {3311--3322},
year = {2015},
url = {https://doi.org/10.1002/sec.1255},
doi = {10.1002/SEC.1255},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scn/NaroueiAGTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/ArminTAGRK15,
author = {Jart Armin and
Bryn Thompson and
Davide Ariu and
Giorgio Giacinto and
Fabio Roli and
Piotr Kijewski},
title = {2020 Cybercrime Economic Costs: No Measure No Solution},
booktitle = {10th International Conference on Availability, Reliability and Security,
{ARES} 2015, Toulouse, France, August 24-27, 2015},
pages = {701--710},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ARES.2015.56},
doi = {10.1109/ARES.2015.56},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/ArminTAGRK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEares/AriuDFFFGR15,
author = {Davide Ariu and
Luca Didaci and
Giorgio Fumera and
Enrico Frumento and
Federica Freschi and
Giorgio Giacinto and
Fabio Roli},
title = {Yet Another Cybersecurity Roadmapping Methodology},
booktitle = {10th International Conference on Availability, Reliability and Security,
{ARES} 2015, Toulouse, France, August 24-27, 2015},
pages = {719--726},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ARES.2015.87},
doi = {10.1109/ARES.2015.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEares/AriuDFFFGR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsac/HupperichMKHG15,
author = {Thomas Hupperich and
Davide Maiorca and
Marc K{\"{u}}hrer and
Thorsten Holz and
Giorgio Giacinto},
title = {On the Robustness of Mobile Device Fingerprinting: Can Mobile Users
Escape Modern Web-Tracking Mechanisms?},
booktitle = {Proceedings of the 31st Annual Computer Security Applications Conference,
Los Angeles, CA, USA, December 7-11, 2015},
pages = {191--200},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2818000.2818032},
doi = {10.1145/2818000.2818032},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsac/HupperichMKHG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cybconf/CoronaCAGRLM15,
author = {Igino Corona and
Matteo Contini and
Davide Ariu and
Giorgio Giacinto and
Fabio Roli and
Michael Lund and
Giorgio Marinelli},
title = {PharmaGuard: Automatic identification of illegal search-indexed online
pharmacies},
booktitle = {2nd {IEEE} International Conference on Cybernetics, {CYBCONF} 2015,
Gdynia, Poland, June 24-26, 2015},
pages = {324--329},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/CYBConf.2015.7175954},
doi = {10.1109/CYBCONF.2015.7175954},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cybconf/CoronaCAGRLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/MelisPBGFR15,
author = {Marco Melis and
Luca Piras and
Battista Biggio and
Giorgio Giacinto and
Giorgio Fumera and
Fabio Roli},
editor = {Vittorio Murino and
Enrico Puppo},
title = {Fast Image Classification with Reduced Multiclass Support Vector Machines},
booktitle = {Image Analysis and Processing - {ICIAP} 2015 - 18th International
Conference, Genoa, Italy, September 7-11, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9280},
pages = {78--88},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23234-8\_8},
doi = {10.1007/978-3-319-23234-8\_8},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/MelisPBGFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icissp/MaiorcaACG15,
author = {Davide Maiorca and
Davide Ariu and
Igino Corona and
Giorgio Giacinto},
editor = {Olivier Camp and
Edgar R. Weippl and
Christophe Bidan and
Esma A{\"{\i}}meur},
title = {A Structural and Content-based Approach for a Precise and Robust Detection
of Malicious {PDF} Files},
booktitle = {{ICISSP} 2015 - Proceedings of the 1st International Conference on
Information Systems Security and Privacy, ESEO, Angers, Loire Valley,
France, 9-11 February, 2015},
pages = {27--36},
publisher = {SciTePress},
year = {2015},
url = {https://doi.org/10.5220/0005264400270036},
doi = {10.5220/0005264400270036},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icissp/MaiorcaACG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icissp/MaiorcaACG15a,
author = {Davide Maiorca and
Davide Ariu and
Igino Corona and
Giorgio Giacinto},
editor = {Olivier Camp and
Edgar R. Weippl and
Christophe Bidan and
Esma A{\"{\i}}meur},
title = {An Evasion Resilient Approach to the Detection of Malicious {PDF}
Files},
booktitle = {Information Systems Security and Privacy - First International Conference,
{ICISSP} 2015, Angers, France, February 9-11, 2015, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {576},
pages = {68--85},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27668-7\_5},
doi = {10.1007/978-3-319-27668-7\_5},
timestamp = {Thu, 16 May 2019 16:43:34 +0200},
biburl = {https://dblp.org/rec/conf/icissp/MaiorcaACG15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/Dang-NguyenPGBN15,
author = {Duc{-}Tien Dang{-}Nguyen and
Luca Piras and
Giorgio Giacinto and
Giulia Boato and
Francesco G. B. De Natale},
title = {A hybrid approach for retrieving diverse social images of landmarks},
booktitle = {2015 {IEEE} International Conference on Multimedia and Expo, {ICME}
2015, Turin, Italy, June 29 - July 3, 2015},
pages = {1--6},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICME.2015.7177486},
doi = {10.1109/ICME.2015.7177486},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/Dang-NguyenPGBN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PirasFG15,
author = {Luca Piras and
Deiv Furcas and
Giorgio Giacinto},
editor = {Maria De Marsico and
M{\'{a}}rio A. T. Figueiredo and
Ana L. N. Fred},
title = {User-driven Nearest Neighbour Exploration of Image Archives},
booktitle = {{ICPRAM} 2015 - Proceedings of the International Conference on Pattern
Recognition Applications and Methods, Volume 1, Lisbon, Portugal,
10-12 January, 2015},
pages = {181--189},
publisher = {SciTePress},
year = {2015},
timestamp = {Tue, 15 Sep 2015 17:18:51 +0200},
biburl = {https://dblp.org/rec/conf/icpram/PirasFG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/malware/AresuAAMG15,
author = {Marco Aresu and
Davide Ariu and
Mansour Ahmadi and
Davide Maiorca and
Giorgio Giacinto},
title = {Clustering android malware families by http traffic},
booktitle = {10th International Conference on Malicious and Unwanted Software,
{MALWARE} 2015, Fajardo, PR, USA, October 20-22, 2015},
pages = {128--135},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/MALWARE.2015.7413693},
doi = {10.1109/MALWARE.2015.7413693},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/malware/AresuAAMG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/BiggioCHCGYR15,
author = {Battista Biggio and
Igino Corona and
Zhi{-}Min He and
Patrick P. K. Chan and
Giorgio Giacinto and
Daniel S. Yeung and
Fabio Roli},
editor = {Friedhelm Schwenker and
Fabio Roli and
Josef Kittler},
title = {One-and-a-Half-Class Multiple Classifier Systems for Secure Learning
Against Evasion Attacks at Test Time},
booktitle = {Multiple Classifier Systems - 12th International Workshop, {MCS} 2015,
G{\"{u}}nzburg, Germany, June 29 - July 1, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9132},
pages = {168--180},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20248-8\_15},
doi = {10.1007/978-3-319-20248-8\_15},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/BiggioCHCGYR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/Dang-NguyenBNPG15,
author = {Duc{-}Tien Dang{-}Nguyen and
Giulia Boato and
Francesco G. B. De Natale and
Luca Piras and
Giorgio Giacinto and
Franco Tuveri and
Manuela Angioni},
editor = {Martha A. Larson and
Bogdan Ionescu and
Mats Sj{\"{o}}berg and
Xavier Anguera and
Johann Poignant and
Michael Riegler and
Maria Eskevich and
Claudia Hauff and
Richard F. E. Sutcliffe and
Gareth J. F. Jones and
Yi{-}Hsuan Yang and
Mohammad Soleymani and
Symeon Papadopoulos},
title = {Multimodal-based Diversified Summarization in Social Image Retrieval},
booktitle = {Working Notes Proceedings of the MediaEval 2015 Workshop, Wurzen,
Germany, September 14-15, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1436},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1436/Paper21.pdf},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mediaeval/Dang-NguyenBNPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/AhmadiGUST15,
author = {Mansour Ahmadi and
Giorgio Giacinto and
Dmitry Ulyanov and
Stanislav Semenov and
Mikhail Trofimov},
title = {Novel feature extraction, selection and fusion for effective malware
family classification},
journal = {CoRR},
volume = {abs/1511.04317},
year = {2015},
url = {http://arxiv.org/abs/1511.04317},
eprinttype = {arXiv},
eprint = {1511.04317},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/AhmadiGUST15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/BiggioRAWCGR14,
author = {Battista Biggio and
Konrad Rieck and
Davide Ariu and
Christian Wressnegger and
Igino Corona and
Giorgio Giacinto and
Fabio Roli},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Poisoning behavioral malware clustering},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {27--36},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666666},
doi = {10.1145/2666652.2666666},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/BiggioRAWCGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/CoronaMAG14,
author = {Igino Corona and
Davide Maiorca and
Davide Ariu and
Giorgio Giacinto},
editor = {Christos Dimitrakakis and
Aikaterini Mitrokotsa and
Benjamin I. P. Rubinstein and
Gail{-}Joon Ahn},
title = {Lux0R: Detection of Malicious PDF-embedded JavaScript code through
Discriminant Analysis of {API} References},
booktitle = {Proceedings of the 2014 Workshop on Artificial Intelligent and Security
Workshop, AISec 2014, Scottsdale, AZ, USA, November 7, 2014},
pages = {47--57},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2666652.2666657},
doi = {10.1145/2666652.2666657},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccs/CoronaMAG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mediaeval/Dang-NguyenPGBN14,
author = {Duc{-}Tien Dang{-}Nguyen and
Luca Piras and
Giorgio Giacinto and
Giulia Boato and
Francesco G. B. De Natale},
editor = {Martha A. Larson and
Bogdan Ionescu and
Xavier Anguera and
Maria Eskevich and
Pavel Korshunov and
Markus Schedl and
Mohammad Soleymani and
Georgios Petkos and
Richard F. E. Sutcliffe and
Jaeyoung Choi and
Gareth J. F. Jones},
title = {Retrieval of Diverse Images by Pre-filtering and Hierarchical Clustering},
booktitle = {Working Notes Proceedings of the MediaEval 2014 Workshop, Barcelona,
Catalunya, Spain, October 16-17, 2014},
series = {{CEUR} Workshop Proceedings},
volume = {1263},
publisher = {CEUR-WS.org},
year = {2014},
url = {https://ceur-ws.org/Vol-1263/mediaeval2014\_submission\_4.pdf},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mediaeval/Dang-NguyenPGBN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/PirasG14,
author = {Luca Piras and
Giorgio Giacinto},
editor = {Petra Perner},
title = {Open Issues on Codebook Generation in Image Classification Tasks},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 10th International
Conference, {MLDM} 2014, St. Petersburg, Russia, July 21-24, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8556},
pages = {328--342},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08979-9\_25},
doi = {10.1007/978-3-319-08979-9\_25},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/PirasG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BiggioCNRMFGR14,
author = {Battista Biggio and
Igino Corona and
Blaine Nelson and
Benjamin I. P. Rubinstein and
Davide Maiorca and
Giorgio Fumera and
Giorgio Giacinto and
Fabio Roli},
title = {Security Evaluation of Support Vector Machines in Adversarial Environments},
journal = {CoRR},
volume = {abs/1401.7727},
year = {2014},
url = {http://arxiv.org/abs/1401.7727},
eprinttype = {arXiv},
eprint = {1401.7727},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BiggioCNRMFGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/PerdisciAG13,
author = {Roberto Perdisci and
Davide Ariu and
Giorgio Giacinto},
title = {Scalable fine-grained behavioral clustering of HTTP-based malware},
journal = {Comput. Networks},
volume = {57},
number = {2},
pages = {487--500},
year = {2013},
url = {https://doi.org/10.1016/j.comnet.2012.06.022},
doi = {10.1016/J.COMNET.2012.06.022},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/PerdisciAG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CoronaGR13,
author = {Igino Corona and
Giorgio Giacinto and
Fabio Roli},
title = {Adversarial attacks against intrusion detection systems: Taxonomy,
solutions and open issues},
journal = {Inf. Sci.},
volume = {239},
pages = {201--225},
year = {2013},
url = {https://doi.org/10.1016/j.ins.2013.03.022},
doi = {10.1016/J.INS.2013.03.022},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CoronaGR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/MaiorcaCG13,
author = {Davide Maiorca and
Igino Corona and
Giorgio Giacinto},
editor = {Kefei Chen and
Qi Xie and
Weidong Qiu and
Ninghui Li and
Wen{-}Guey Tzeng},
title = {Looking at the bag is not enough to find the bomb: an evasion of structural
methods for malicious {PDF} files detection},
booktitle = {8th {ACM} Symposium on Information, Computer and Communications Security,
{ASIA} {CCS} '13, Hangzhou, China - May 08 - 10, 2013},
pages = {119--130},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484313.2484327},
doi = {10.1145/2484313.2484327},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/MaiorcaCG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/PirasTG13,
author = {Luca Piras and
Roberto Tronci and
Giorgio Giacinto},
editor = {Alfredo Petrosino},
title = {Diversity in Ensembles of Codebooks for Visual Concept Detection},
booktitle = {Image Analysis and Processing - {ICIAP} 2013 - 17th International
Conference, Naples, Italy, September 9-13, 2013, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8157},
pages = {399--408},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41184-7\_41},
doi = {10.1007/978-3-642-41184-7\_41},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/PirasTG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/PirasGP13,
author = {Luca Piras and
Giorgio Giacinto and
Roberto Paredes},
editor = {Maria De Marsico and
Ana L. N. Fred},
title = {Passive-aggressive Online Learning for Relevance Feedback in Content
based Image Retrieval},
booktitle = {{ICPRAM} 2013 - Proceedings of the 2nd International Conference on
Pattern Recognition Applications and Methods, Barcelona, Spain, 15-18
February, 2013},
pages = {182--187},
publisher = {SciTePress},
year = {2013},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpram/PirasGP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BiggioCMNSLGR13,
author = {Battista Biggio and
Igino Corona and
Davide Maiorca and
Blaine Nelson and
Nedim Srndic and
Pavel Laskov and
Giorgio Giacinto and
Fabio Roli},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Evasion Attacks against Machine Learning at Test Time},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8190},
pages = {387--402},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40994-3\_25},
doi = {10.1007/978-3-642-40994-3\_25},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BiggioCMNSLGR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijmdem/TronciPG12,
author = {Roberto Tronci and
Luca Piras and
Giorgio Giacinto},
title = {Performance Evaluation of Relevance Feedback for Image Retrieval by
"Real-World" Multi-Tagged Image Datasets},
journal = {Int. J. Multim. Data Eng. Manag.},
volume = {3},
number = {1},
pages = {1--16},
year = {2012},
url = {https://doi.org/10.4018/jmdem.2012010101},
doi = {10.4018/JMDEM.2012010101},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijmdem/TronciPG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/PirasG12,
author = {Luca Piras and
Giorgio Giacinto},
title = {Synthetic pattern generation for imbalanced learning in image retrieval},
journal = {Pattern Recognit. Lett.},
volume = {33},
number = {16},
pages = {2198--2205},
year = {2012},
url = {https://doi.org/10.1016/j.patrec.2012.08.003},
doi = {10.1016/J.PATREC.2012.08.003},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/PirasG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tdsc/PerdisciCG12,
author = {Roberto Perdisci and
Igino Corona and
Giorgio Giacinto},
title = {Early Detection of Malicious Flux Networks via Large-Scale Passive
{DNS} Traffic Analysis},
journal = {{IEEE} Trans. Dependable Secur. Comput.},
volume = {9},
number = {5},
pages = {714--726},
year = {2012},
url = {https://doi.org/10.1109/TDSC.2012.35},
doi = {10.1109/TDSC.2012.35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tdsc/PerdisciCG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/PirasTMG12,
author = {Luca Piras and
Roberto Tronci and
Gabriele Murgia and
Giorgio Giacinto},
editor = {Pamela Forner and
Jussi Karlgren and
Christa Womser{-}Hacker},
title = {The {PRA} and AmILAB at ImageCLEF 2012 Photo Flickr Annotation Task},
booktitle = {{CLEF} 2012 Evaluation Labs and Workshop, Online Working Notes, Rome,
Italy, September 17-20, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {1178},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-PirasEt2012.pdf},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/PirasTMG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clef/TronciPMG12,
author = {Roberto Tronci and
Luca Piras and
Gabriele Murgia and
Giorgio Giacinto},
editor = {Pamela Forner and
Jussi Karlgren and
Christa Womser{-}Hacker},
title = {Image Hunter at ImageCLEF 2012 Personal Photo Retrieval Task},
booktitle = {{CLEF} 2012 Evaluation Labs and Workshop, Online Working Notes, Rome,
Italy, September 17-20, 2012},
series = {{CEUR} Workshop Proceedings},
volume = {1178},
publisher = {CEUR-WS.org},
year = {2012},
url = {https://ceur-ws.org/Vol-1178/CLEF2012wn-ImageCLEF-TronciEt2012.pdf},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clef/TronciPMG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/CoronaTG12,
author = {Igino Corona and
Roberto Tronci and
Giorgio Giacinto},
title = {SuStorID: {A} multiple classifier system for the protection of web
services},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2375--2378},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460643/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/CoronaTG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/PirasGP12,
author = {Luca Piras and
Giorgio Giacinto and
Roberto Paredes},
editor = {Petra Perner},
title = {Enhancing Image Retrieval by an Exploration-Exploitation Approach},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {355--365},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_28},
doi = {10.1007/978-3-642-31537-4\_28},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/PirasGP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/MaiorcaGC12,
author = {Davide Maiorca and
Giorgio Giacinto and
Igino Corona},
editor = {Petra Perner},
title = {A Pattern Recognition System for Malicious {PDF} Files Detection},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {510--524},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_40},
doi = {10.1007/978-3-642-31537-4\_40},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/MaiorcaGC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/AriuTG11,
author = {Davide Ariu and
Roberto Tronci and
Giorgio Giacinto},
title = {HMMPayl: An intrusion detection system based on Hidden Markov Models},
journal = {Comput. Secur.},
volume = {30},
number = {4},
pages = {221--241},
year = {2011},
url = {https://doi.org/10.1016/j.cose.2010.12.004},
doi = {10.1016/J.COSE.2010.12.004},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/compsec/AriuTG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GiacintoD11,
author = {Giorgio Giacinto and
Belur V. Dasarathy},
title = {Machine learning for computer security: {A} guide to prospective authors},
journal = {Inf. Fusion},
volume = {12},
number = {3},
pages = {238--239},
year = {2011},
url = {https://doi.org/10.1016/j.inffus.2011.02.001},
doi = {10.1016/J.INFFUS.2011.02.001},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/GiacintoD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mldm/Giacinto11,
author = {Giorgio Giacinto},
title = {Moving Targets in Computer Security and Multimedia Retrieval},
journal = {Trans. Mach. Learn. Data Min.},
volume = {4},
number = {1},
pages = {30--52},
year = {2011},
url = {http://www.ibai-publishing.org/journal/issue\_mldm/2011\_july/mldm\_4\_1\_30-52.php},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mldm/Giacinto11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/TronciMPPG11,
author = {Roberto Tronci and
Gabriele Murgia and
Maurizio Pili and
Luca Piras and
Giorgio Giacinto},
editor = {Cristian Lai and
Giovanni Semeraro and
Eloisa Vargiu},
title = {ImageHunter: a Novel Tool for Relevance Feedback in Content Based
Image Retrieval},
booktitle = {Proceedings of the 5th International Workshop on New Challenges in
Distributed Information Filtering and Retrieval, Palermo, Italy, September
17, 2011},
series = {{CEUR} Workshop Proceedings},
volume = {771},
publisher = {CEUR-WS.org},
year = {2011},
url = {https://ceur-ws.org/Vol-771/paper10.pdf},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/TronciMPPG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/TronciMPPG11a,
author = {Roberto Tronci and
Gabriele Murgia and
Maurizio Pili and
Luca Piras and
Giorgio Giacinto},
editor = {Cristian Lai and
Giovanni Semeraro and
Eloisa Vargiu},
title = {ImageHunter: {A} Novel Tool for Relevance Feedback in Content Based
Image Retrieval},
booktitle = {New Challenges in Distributed Information Filtering and Retrieval
- {DART} 2011: Revised and Invited Papers [Palermo, Italy, September
17, 2011]},
series = {Studies in Computational Intelligence},
volume = {439},
pages = {53--70},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-31546-6\_4},
doi = {10.1007/978-3-642-31546-6\_4},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/TronciMPPG11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccs/AriuGR11,
author = {Davide Ariu and
Giorgio Giacinto and
Fabio Roli},
editor = {Yan Chen and
Alvaro A. C{\'{a}}rdenas and
Rachel Greenstadt and
Benjamin I. P. Rubinstein},
title = {Machine learning in computer forensics (and the lessons learned from
machine learning in computer security)},
booktitle = {Proceedings of the 4th {ACM} Workshop on Security and Artificial Intelligence,
AISec 2011, Chicago, IL, USA, October 21, 2011},
pages = {99--104},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2046684.2046700},
doi = {10.1145/2046684.2046700},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ccs/AriuGR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/PirasG11,
author = {Luca Piras and
Giorgio Giacinto},
editor = {Giuseppe Maino and
Gian Luca Foresti},
title = {Dissimilarity Representation in Multi-feature Spaces for Image Retrieval},
booktitle = {Image Analysis and Processing - {ICIAP} 2011 - 16th International
Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {6978},
pages = {139--148},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24085-0\_15},
doi = {10.1007/978-3-642-24085-0\_15},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/PirasG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ism/TronciFPG11,
author = {Roberto Tronci and
Luisa Falqui and
Luca Piras and
Giorgio Giacinto},
title = {A Study on the Evaluation of Relevance Feedback in Multi-tagged Image
Datasets},
booktitle = {2011 {IEEE} International Symposium on Multimedia, {ISM} 2011, Dana
Point, CA, USA, December 5-7, 2011},
pages = {452--457},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ISM.2011.80},
doi = {10.1109/ISM.2011.80},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ism/TronciFPG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/AriuG11,
author = {Davide Ariu and
Giorgio Giacinto},
editor = {Carlo Sansone and
Josef Kittler and
Fabio Roli},
title = {A Modular Architecture for the Analysis of {HTTP} Payloads Based on
Multiple Classifiers},
booktitle = {Multiple Classifier Systems - 10th International Workshop, {MCS} 2011,
Naples, Italy, June 15-17, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6713},
pages = {330--339},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21557-5\_35},
doi = {10.1007/978-3-642-21557-5\_35},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/AriuG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/BiggioCFGR11,
author = {Battista Biggio and
Igino Corona and
Giorgio Fumera and
Giorgio Giacinto and
Fabio Roli},
editor = {Carlo Sansone and
Josef Kittler and
Fabio Roli},
title = {Bagging Classifiers for Fighting Poisoning Attacks in Adversarial
Classification Tasks},
booktitle = {Multiple Classifier Systems - 10th International Workshop, {MCS} 2011,
Naples, Italy, June 15-17, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6713},
pages = {350--359},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21557-5\_37},
doi = {10.1007/978-3-642-21557-5\_37},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/BiggioCFGR11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/GambardellaGMM10,
author = {Attilio Gambardella and
Giorgio Giacinto and
Maurizio Migliaccio and
Andrea Montali},
title = {One-class classification for oil spill detection},
journal = {Pattern Anal. Appl.},
volume = {13},
number = {3},
pages = {349--366},
year = {2010},
url = {https://doi.org/10.1007/s10044-009-0164-z},
doi = {10.1007/S10044-009-0164-Z},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/GambardellaGMM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/PirasG10,
author = {Luca Piras and
Giorgio Giacinto},
title = {Unbalanced learning in content-based image classification and retrieval},
booktitle = {Proceedings of the 2010 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2010, 19-23 July 2010, Singapore},
pages = {36--41},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICME.2010.5583045},
doi = {10.1109/ICME.2010.5583045},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmcs/PirasG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/LobranoTGR10,
author = {Carlo Lobrano and
Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
title = {A Score Decidability Index for Dynamic Score Combination},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {69--72},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.26},
doi = {10.1109/ICPR.2010.26},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/LobranoTGR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/Giacinto10,
author = {Giorgio Giacinto},
editor = {Petra Perner},
title = {Moving Targets},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects, 10th
Industrial Conference, {ICDM} 2010, Berlin, Germany, July 12-14, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6171},
pages = {1--16},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14400-4\_1},
doi = {10.1007/978-3-642-14400-4\_1},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/Giacinto10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/LobranoTGR10,
author = {Carlo Lobrano and
Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Edwin R. Hancock and
Richard C. Wilson and
Terry Windeatt and
Ilkay Ulusoy and
Francisco Escolano},
title = {Dynamic Linear Combination of Two-Class Classifiers},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshop, SSPR{\&}SPR 2010, Cesme, Izmir,
Turkey, August 18-20, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6218},
pages = {473--482},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14980-1\_46},
doi = {10.1007/978-3-642-14980-1\_46},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/LobranoTGR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiamis/PirasG10,
author = {Luca Piras and
Giorgio Giacinto},
title = {K-Nearest Neighbors directed synthetic images injection},
booktitle = {11th International Workshop on Image Analysis for Multimedia Interactive
Services, {WIAMIS} 2010, Desenzano del Garda, Italy, April 12-14,
2010},
pages = {1--4},
publisher = {{IEEE}},
year = {2010},
url = {https://ieeexplore.ieee.org/document/5617659/},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wiamis/PirasG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AriuG10,
author = {Davide Ariu and
Giorgio Giacinto},
editor = {Tom Diethe and
Nello Cristianini and
John Shawe{-}Taylor},
title = {HMMPayl: an application of {HMM} to the analysis of the {HTTP} Payload},
booktitle = {Proceedings of the First Workshop on Applications of Pattern Analysis,
{WAPA} 2010, Cumberland Lodge, Windsor, UK, September 1-3, 2010},
series = {{JMLR} Proceedings},
volume = {11},
pages = {81--87},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v11/ariu10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AriuG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CoronaG10,
author = {Igino Corona and
Giorgio Giacinto},
editor = {Tom Diethe and
Nello Cristianini and
John Shawe{-}Taylor},
title = {Detection of Server-side Web Attacks},
booktitle = {Proceedings of the First Workshop on Applications of Pattern Analysis,
{WAPA} 2010, Cumberland Lodge, Windsor, UK, September 1-3, 2010},
series = {{JMLR} Proceedings},
volume = {11},
pages = {160--166},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v11/corona10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CoronaG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/PerdisciAFGL09,
author = {Roberto Perdisci and
Davide Ariu and
Prahlad Fogla and
Giorgio Giacinto and
Wenke Lee},
title = {McPAD: {A} multiple classifier system for accurate payload-based anomaly
detection},
journal = {Comput. Networks},
volume = {53},
number = {6},
pages = {864--881},
year = {2009},
url = {https://doi.org/10.1016/j.comnet.2008.11.011},
doi = {10.1016/J.COMNET.2008.11.011},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cn/PerdisciAFGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/TronciGR09,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
title = {Designing multiple biometric systems: Measures of ensemble effectiveness},
journal = {Eng. Appl. Artif. Intell.},
volume = {22},
number = {1},
pages = {66--78},
year = {2009},
url = {https://doi.org/10.1016/j.engappai.2008.04.007},
doi = {10.1016/J.ENGAPPAI.2008.04.007},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/TronciGR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GiacintoRS09,
author = {Giorgio Giacinto and
Fabio Roli and
Carlo Sansone},
title = {Information fusion in computer security},
journal = {Inf. Fusion},
volume = {10},
number = {4},
pages = {272--273},
year = {2009},
url = {https://doi.org/10.1016/j.inffus.2009.03.002},
doi = {10.1016/J.INFFUS.2009.03.002},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/GiacintoRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/CoronaGMRS09,
author = {Igino Corona and
Giorgio Giacinto and
Claudio Mazzariello and
Fabio Roli and
Carlo Sansone},
title = {Information fusion for computer security: State of the art and open
issues},
journal = {Inf. Fusion},
volume = {10},
number = {4},
pages = {274--284},
year = {2009},
url = {https://doi.org/10.1016/j.inffus.2009.03.001},
doi = {10.1016/J.INFFUS.2009.03.001},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/CoronaGMRS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/CoronaAG09,
author = {Igino Corona and
Davide Ariu and
Giorgio Giacinto},
title = {HMM-Web: {A} Framework for the Detection of Attacks Against Web Applications},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2009, Dresden, Germany, 14-18 June 2009},
pages = {1--6},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICC.2009.5199054},
doi = {10.1109/ICC.2009.5199054},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/CoronaAG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TronciGR09,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Petra Perner},
title = {Dynamic Score Combination: {A} Supervised and Unsupervised Score Combination
Method},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 6th International
Conference, {MLDM} 2009, Leipzig, Germany, July 23-25, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5632},
pages = {163--177},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03070-3\_13},
doi = {10.1007/978-3-642-03070-3\_13},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TronciGR09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiamis/PirasG09,
author = {Luca Piras and
Giorgio Giacinto},
title = {Neighborhood-based feature weighting for relevance feedback in content-based
retrieval},
booktitle = {10th Workshop on Image Analysis for Multimedia Interactive Services,
{WIAMIS} 2009, London, United Kingdom, May 6-8, 2009},
pages = {238--241},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/WIAMIS.2009.5031477},
doi = {10.1109/WIAMIS.2009.5031477},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wiamis/PirasG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/GiacintoPRR08,
author = {Giorgio Giacinto and
Roberto Perdisci and
Mauro Del Rio and
Fabio Roli},
title = {Intrusion detection in computer networks by a modular ensemble of
one-class classifiers},
journal = {Inf. Fusion},
volume = {9},
number = {1},
pages = {69--82},
year = {2008},
url = {https://doi.org/10.1016/j.inffus.2006.10.002},
doi = {10.1016/J.INFFUS.2006.10.002},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/GiacintoPRR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TronciGR08,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
title = {Dynamic score combination of binary experts},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761804},
doi = {10.1109/ICPR.2008.4761804},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/TronciGR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/GambardellaGM08,
author = {Attilio Gambardella and
Giorgio Giacinto and
Maurizio Migliaccio},
title = {On the Mathematical Formulation of the {SAR} Oil-Spill Observation
Problem},
booktitle = {{IEEE} International Geoscience {\&} Remote Sensing Symposium,
{IGARSS} 2008, July 8-11, 2008, Boston, Massachusetts, USA, Proceedings},
pages = {1382--1385},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IGARSS.2008.4779618},
doi = {10.1109/IGARSS.2008.4779618},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/GambardellaGM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/TronciGR08,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Niels da Vitoria Lobo and
Takis Kasparis and
Fabio Roli and
James Tin{-}Yau Kwok and
Michael Georgiopoulos and
Georgios C. Anagnostopoulos and
Marco Loog},
title = {Combination of Experts by Classifiers in Similarity Score Spaces},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshop, {SSPR} {\&} {SPR} 2008, Orlando,
USA, December 4-6, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5342},
pages = {821--830},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89689-0\_86},
doi = {10.1007/978-3-540-89689-0\_86},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/TronciGR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/GiacintoR08,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Petra Perner},
title = {Instance-Based Relevance Feedback in Image Retrieval Using Dissimilarity
Spaces},
booktitle = {Case-Based Reasoning on Images and Signals},
series = {Studies in Computational Intelligence},
volume = {73},
pages = {419--436},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-73180-1\_14},
doi = {10.1007/978-3-540-73180-1\_14},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/GiacintoR08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/civr/Giacinto07,
author = {Giorgio Giacinto},
editor = {Nicu Sebe and
Marcel Worring},
title = {A nearest-neighbor approach to relevance feedback in content based
image retrieval},
booktitle = {Proceedings of the 6th {ACM} International Conference on Image and
Video Retrieval, {CIVR} 2007, Amsterdam, The Netherlands, July 9-11,
2007},
pages = {456--463},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1282280.1282347},
doi = {10.1145/1282280.1282347},
timestamp = {Mon, 19 Apr 2021 12:59:07 +0200},
biburl = {https://dblp.org/rec/conf/civr/Giacinto07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/TronciGR07,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Rita Cucchiara},
title = {Dynamic Score Selection for Fusion of Multiple Biometric Matchers},
booktitle = {14th International Conference on Image Analysis and Processing {(ICIAP}
2007), 10-14 September 2007, Modena, Italy},
pages = {15--22},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICIAP.2007.4362751},
doi = {10.1109/ICIAP.2007.4362751},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciap/TronciGR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/TronciGR07,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {Index Driven Combination of Multiple Biometric Experts for {AUC} Maximisation},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {357--366},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_36},
doi = {10.1007/978-3-540-72523-7\_36},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/TronciGR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/AriuGP07,
author = {Davide Ariu and
Giorgio Giacinto and
Roberto Perdisci},
editor = {Petra Perner},
title = {Sensing Attacks in Computers Networks with Hidden Markov Models},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {449--463},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_34},
doi = {10.1007/978-3-540-73499-4\_34},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/AriuGP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TronciGR07,
author = {Roberto Tronci and
Giorgio Giacinto and
Fabio Roli},
editor = {Petra Perner},
title = {Selection of Experts for the Design of Multiple Biometric Systems},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {795--809},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_60},
doi = {10.1007/978-3-540-73499-4\_60},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TronciGR07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/PerdisciGR06,
author = {Roberto Perdisci and
Giorgio Giacinto and
Fabio Roli},
title = {Alarm clustering for intrusion detection systems in computer networks},
journal = {Eng. Appl. Artif. Intell.},
volume = {19},
number = {4},
pages = {429--438},
year = {2006},
url = {https://doi.org/10.1016/j.engappai.2006.01.003},
doi = {10.1016/J.ENGAPPAI.2006.01.003},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/PerdisciGR06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/DidaciGRM05,
author = {Luca Didaci and
Giorgio Giacinto and
Fabio Roli and
Gian Luca Marcialis},
title = {A study on the performances of dynamic classifier selection based
on local accuracy estimation},
journal = {Pattern Recognit.},
volume = {38},
number = {11},
pages = {2188--2191},
year = {2005},
url = {https://doi.org/10.1016/j.patcog.2005.02.010},
doi = {10.1016/J.PATCOG.2005.02.010},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/DidaciGRM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/GiacintoPR05,
author = {Giorgio Giacinto and
Roberto Perdisci and
Fabio Roli},
editor = {Fabio Roli and
Sergio Vitulano},
title = {Network Intrusion Detection by Combining One-Class Classifiers},
booktitle = {Image Analysis and Processing - {ICIAP} 2005, 13th International Conference,
Cagliari, Italy, September 6-8, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3617},
pages = {58--65},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11553595\_7},
doi = {10.1007/11553595\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/GiacintoPR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/GiacintoRT05,
author = {Giorgio Giacinto and
Fabio Roli and
Roberto Tronci},
editor = {Fabio Roli and
Sergio Vitulano},
title = {Score Selection Techniques for Fingerprint Multi-modal Biometric Authentication},
booktitle = {Image Analysis and Processing - {ICIAP} 2005, 13th International Conference,
Cagliari, Italy, September 6-8, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3617},
pages = {1018--1025},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11553595\_125},
doi = {10.1007/11553595\_125},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/GiacintoRT05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GiacintoPR05,
author = {Giorgio Giacinto and
Roberto Perdisci and
Fabio Roli},
editor = {Petra Perner and
Atsushi Imiya},
title = {Alarm Clustering for Intrusion Detection Systems in Computer Networks},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {184--193},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_19},
doi = {10.1007/11510888\_19},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GiacintoPR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GiacintoR04,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Bayesian relevance feedback for content-based image retrieval},
journal = {Pattern Recognit.},
volume = {37},
number = {7},
pages = {1499--1508},
year = {2004},
url = {https://doi.org/10.1016/j.patcog.2004.01.005},
doi = {10.1016/J.PATCOG.2004.01.005},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GiacintoR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GiacintoR04,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Nearest-Prototype Relevance Feedback for Content Based Image Retrieval},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {989--992},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334425},
doi = {10.1109/ICPR.2004.1334425},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GiacintoR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/DidaciG04,
author = {Luca Didaci and
Giorgio Giacinto},
editor = {Fabio Roli and
Josef Kittler and
Terry Windeatt},
title = {Dynamic Classifier Selection by Adaptive k-Nearest-Neighbourhood Rule},
booktitle = {Multiple Classifier Systems, 5th International Workshop, {MCS} 2004,
Cagliari, Italy, June 9-11, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3077},
pages = {174--183},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-25966-4\_17},
doi = {10.1007/978-3-540-25966-4\_17},
timestamp = {Wed, 21 Dec 2022 22:29:51 +0100},
biburl = {https://dblp.org/rec/conf/mcs/DidaciG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GiacintoR04,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Instance-Based Relevance Feedback for Image Retrieval},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {489--496},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/5acdc9ca5d99ae66afdfe1eea0e3b26b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GiacintoR04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GiacintoRD03,
author = {Giorgio Giacinto and
Fabio Roli and
Luca Didaci},
title = {Fusion of multiple classifiers for intrusion detection in computer
networks},
journal = {Pattern Recognit. Lett.},
volume = {24},
number = {12},
pages = {1795--1803},
year = {2003},
url = {https://doi.org/10.1016/S0167-8655(03)00004-7},
doi = {10.1016/S0167-8655(03)00004-7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GiacintoRD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/GiacintoRD03,
author = {Giorgio Giacinto and
Fabio Roli and
Luca Didaci},
editor = {Terry Windeatt and
Fabio Roli},
title = {A Modular Multiple Classifier System for the Detection of Intrusions
in Computer Networks},
booktitle = {Multiple Classifier Systems, 4th International Workshop, {MCS} 2003,
Guilford, UK, June 11-13, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2709},
pages = {346--355},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44938-8\_35},
doi = {10.1007/3-540-44938-8\_35},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/GiacintoRD03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GiacintoR03,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Petra Perner and
Azriel Rosenfeld},
title = {Dissimilarity Representation of Images for Relevance Feedback in Content-Based
Image Retrieval},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, Third International
Conference, {MLDM} 2003, Leipzig, Germany, July 5-7, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2734},
pages = {202--214},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45065-3\_18},
doi = {10.1007/3-540-45065-3\_18},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GiacintoR03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GiacintoR02,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Intrusion Detection in Computer Networks by Multiple Classifier Systems},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {390--393},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1048321},
doi = {10.1109/ICPR.2002.1048321},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GiacintoR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/GiacintoR02,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Terry Caelli and
Adnan Amin and
Robert P. W. Duin and
Mohamed S. Kamel and
Dick de Ridder},
title = {Query Shifting Based on Bayesian Decision Theory for Content-Based
Image Retrieval},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition, Joint
{IAPR} International Workshops {SSPR} 2002 and {SPR} 2002, Windsor,
Ontario, Canada, August 6-9, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2396},
pages = {607--616},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-70659-3\_63},
doi = {10.1007/3-540-70659-3\_63},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/GiacintoR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/GiacintoR01,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Design of effective neural network ensembles for image classification
purposes},
journal = {Image Vis. Comput.},
volume = {19},
number = {9-10},
pages = {699--707},
year = {2001},
url = {https://doi.org/10.1016/S0262-8856(01)00045-2},
doi = {10.1016/S0262-8856(01)00045-2},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/GiacintoR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/GiacintoR01,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Dynamic classifier selection based on multiple classifier behaviour},
journal = {Pattern Recognit.},
volume = {34},
number = {9},
pages = {1879--1881},
year = {2001},
url = {https://doi.org/10.1016/S0031-3203(00)00150-3},
doi = {10.1016/S0031-3203(00)00150-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/GiacintoR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GiacintoR01,
author = {Giorgio Giacinto and
Fabio Roli},
title = {An approach to the automatic design of multiple classifier systems},
journal = {Pattern Recognit. Lett.},
volume = {22},
number = {1},
pages = {25--33},
year = {2001},
url = {https://doi.org/10.1016/S0167-8655(00)00096-9},
doi = {10.1016/S0167-8655(00)00096-9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GiacintoR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/RoliGV01,
author = {Fabio Roli and
Giorgio Giacinto and
Gianni Vernazza},
editor = {Josef Kittler and
Fabio Roli},
title = {Methods for Designing Multiple Classifier Systems},
booktitle = {Multiple Classifier Systems, Second International Workshop, {MCS}
2001 Cambridge, UK, July 2-4, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2096},
pages = {78--87},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-48219-9\_8},
doi = {10.1007/3-540-48219-9\_8},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/RoliGV01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GiacintoRF01,
author = {Giorgio Giacinto and
Fabio Roli and
Giorgio Fumera},
editor = {Petra Perner},
title = {Adaptive Query Shifting for Content-Based Image Retrieval},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, Second International
Workshop, {MLDM} 2001, Leipzig, Germany, July 25-27, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2123},
pages = {337--346},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44596-X\_27},
doi = {10.1007/3-540-44596-X\_27},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GiacintoRF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/FumeraRG00,
author = {Giorgio Fumera and
Fabio Roli and
Giorgio Giacinto},
title = {Reject option with multiple thresholds},
journal = {Pattern Recognit.},
volume = {33},
number = {12},
pages = {2099--2101},
year = {2000},
url = {https://doi.org/10.1016/S0031-3203(00)00059-5},
doi = {10.1016/S0031-3203(00)00059-5},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/FumeraRG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GiacintoRB00,
author = {Giorgio Giacinto and
Fabio Roli and
Lorenzo Bruzzone},
title = {Combination of neural and statistical algorithms for supervised classification
of remote-sensing image},
journal = {Pattern Recognit. Lett.},
volume = {21},
number = {5},
pages = {385--397},
year = {2000},
url = {https://doi.org/10.1016/S0167-8655(00)00006-4},
doi = {10.1016/S0167-8655(00)00006-4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GiacintoRB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GiacintoR00,
author = {Giorgio Giacinto and
Fabio Roli},
title = {A Theoretical Framework for Dynamic Classifier Selection},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2008--2011},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906007},
doi = {10.1109/ICPR.2000.906007},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GiacintoR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GiacintoRF00,
author = {Giorgio Giacinto and
Fabio Roli and
Giorgio Fumera},
title = {Design of Effective Multiple Classifier Systems by Clustering of Classifiers},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2160--2163},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906039},
doi = {10.1109/ICPR.2000.906039},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GiacintoRF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/GiacintoRF00,
author = {Giorgio Giacinto and
Fabio Roli and
Giorgio Fumera},
title = {Unsupervised Learning of Neural Network Ensembles for Image Classification},
booktitle = {Proceedings of the {IEEE-INNS-ENNS} International Joint Conference
on Neural Networks, {IJCNN} 2000, Neural Computing: New Challenges
and Perspectives for the New Millennium, Como, Italy, July 24-27,
2000, Volume 3},
pages = {155--162},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/IJCNN.2000.861297},
doi = {10.1109/IJCNN.2000.861297},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/GiacintoRF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/GiacintoR00,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Josef Kittler and
Fabio Roli},
title = {Dynamic Classifier Selection},
booktitle = {Multiple Classifier Systems, First International Workshop, {MCS} 2000,
Cagliari, Italy, June 21-23, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1857},
pages = {177--189},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45014-9\_17},
doi = {10.1007/3-540-45014-9\_17},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/GiacintoR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/GiacintoRF00,
author = {Giorgio Giacinto and
Fabio Roli and
Giorgio Fumera},
editor = {Francesc J. Ferri and
Jos{\'{e}} Manuel I{\~{n}}esta Quereda and
Adnan Amin and
Pavel Pudil},
title = {Selection of Classifiers Based on Multiple Classifier Behaviour},
booktitle = {Advances in Pattern Recognition, Joint {IAPR} International Workshops
{SSPR} 2000 and {SPR} 2000, [8th International Workshop on Structural
and Syntactic Pattern Recognition, 3rd International Workshop on Statistical
Techniques in Pattern Recognition], Alicante, Spain, August 30 - September
1, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1876},
pages = {87--93},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44522-6\_9},
doi = {10.1007/3-540-44522-6\_9},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/GiacintoRF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/FumeraRG00,
author = {Giorgio Fumera and
Fabio Roli and
Giorgio Giacinto},
editor = {Francesc J. Ferri and
Jos{\'{e}} Manuel I{\~{n}}esta Quereda and
Adnan Amin and
Pavel Pudil},
title = {Multiple Reject Thresholds for Improving Classification Reliability},
booktitle = {Advances in Pattern Recognition, Joint {IAPR} International Workshops
{SSPR} 2000 and {SPR} 2000, [8th International Workshop on Structural
and Syntactic Pattern Recognition, 3rd International Workshop on Statistical
Techniques in Pattern Recognition], Alicante, Spain, August 30 - September
1, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1876},
pages = {863--871},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-44522-6\_89},
doi = {10.1007/3-540-44522-6\_89},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/FumeraRG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/GiacintoR99,
author = {Giorgio Giacinto and
Fabio Roli},
title = {Methods for Dynamic Classifier Selection},
booktitle = {1oth International Conference on Image Analysis and Processing {(ICIAP}
1999), 27-29 September 1999, Venice, Italy},
pages = {659--664},
publisher = {{IEEE} Computer Society},
year = {1999},
url = {https://doi.org/10.1109/ICIAP.1999.797670},
doi = {10.1109/ICIAP.1999.797670},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciap/GiacintoR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GiacintoR99,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Petra Perner and
Maria Petrou},
title = {Automatic Design of Multiple Classifier Systems by Unsupervised Learning},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, First International
Workshop, MLDM'99, Leipzig, Germany, September 16-18, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1715},
pages = {131--143},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48097-8\_11},
doi = {10.1007/3-540-48097-8\_11},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GiacintoR99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eor/CostamagnaFG98,
author = {Eugenio Costamagna and
Alessandra Fanni and
Giorgio Giacinto},
title = {A Tabu Search algorithm for the optimisation of telecommunication
networks},
journal = {Eur. J. Oper. Res.},
volume = {106},
number = {2-3},
pages = {357--372},
year = {1998},
url = {https://doi.org/10.1016/S0377-2217(97)00279-8},
doi = {10.1016/S0377-2217(97)00279-8},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eor/CostamagnaFG98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GiacintoPR97,
author = {Giorgio Giacinto and
R. Paolucci and
Fabio Roli},
title = {Application of neural networks and statistical pattern recognition
algorithms to earthquake risk evaluation},
journal = {Pattern Recognit. Lett.},
volume = {18},
number = {11-13},
pages = {1353--1362},
year = {1997},
url = {https://doi.org/10.1016/S0167-8655(97)00088-3},
doi = {10.1016/S0167-8655(97)00088-3},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GiacintoPR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/GiacintoR97,
author = {Giorgio Giacinto and
Fabio Roli},
editor = {Alberto Del Bimbo},
title = {Adaptive Selection of Image Classifiers},
booktitle = {Image Analysis and Processing, 9th International Conference, {ICIAP}
'97, Florence, Italy, September 17-19, 1997, Proceedings, Volume {I}},
series = {Lecture Notes in Computer Science},
volume = {1310},
pages = {38--45},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63507-6\_182},
doi = {10.1007/3-540-63507-6\_182},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/GiacintoR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/AustinGKLRVW97,
author = {Jim Austin and
Giorgio Giacinto and
I. Kanellopoulos and
Ken Lees and
Fabio Roli and
Gianni Vernazza and
G. Wilkinson},
editor = {Alberto Del Bimbo},
title = {The {COMPARES} Project: COnnectionist Methods for Preprocessing and
Analysis of REmote Sensing Data},
booktitle = {Image Analysis and Processing, 9th International Conference, {ICIAP}
'97, Florence, Italy, September 17-19, 1997, Proceedings, Volume {II}},
series = {Lecture Notes in Computer Science},
volume = {1311},
pages = {765--772},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3-540-63508-4\_194},
doi = {10.1007/3-540-63508-4\_194},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iciap/AustinGKLRVW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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