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@inproceedings{DBLP:conf/wisec/0001DS20, author = {Yi Shi and Kemal Davaslioglu and Yalin E. Sagduyu}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Over-the-air membership inference attacks as privacy threats for deep learning-based wireless signal classifiers}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {61--66}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3404070}, doi = {10.1145/3395352.3404070}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wisec/0001DS20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/ChaleBW20, author = {Marc Chal{\'{e}} and Nathaniel D. Bastian and Jeffery Weir}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Algorithm selection framework for cyber attack detection}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {37--42}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402623}, doi = {10.1145/3395352.3402623}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/ChaleBW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/DelVecchioAH20, author = {Matthew DelVecchio and Vanessa Arndorfer and William C. Headley}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Investigating a spectral deception loss metric for training machine learning-based evasion attacks}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {43--48}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402624}, doi = {10.1145/3395352.3402624}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/DelVecchioAH20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/DraganovBMDR20, author = {Andrew Draganov and Carter Brown and Enrico Mattei and Cass Dalton and Jaspreet Ranjit}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Open set recognition through unsupervised and class-distance learning}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {7--12}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402901}, doi = {10.1145/3395352.3402901}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/DraganovBMDR20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/FrancoCWG20, author = {Horacio Franco and Chris Cobo{-}Kroenke and Stephanie Welch and Martin Graciarena}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Wideband spectral monitoring using deep learning}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {19--24}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402620}, doi = {10.1145/3395352.3402620}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/FrancoCWG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/FritschekSW20, author = {Rick Fritschek and Rafael F. Schaefer and Gerhard Wunder}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Deep learning based wiretap coding via mutual information estimation}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {74--79}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402654}, doi = {10.1145/3395352.3402654}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/FritschekSW20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/Kokalj-Filipovic20, author = {Silvija Kokalj{-}Filipovic and Morriel Kasher and Michael Zhao and Predrag Spasojevic}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Detecting acoustic backdoor transmission of inaudible messages using deep learning}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {80--85}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402629}, doi = {10.1145/3395352.3402629}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/Kokalj-Filipovic20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/LiuKA20, author = {Jinxin Liu and Burak Kantarci and Carlisle Adams}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Machine learning-driven intrusion detection for Contiki-NG-based IoT networks exposed to {NSL-KDD} dataset}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {25--30}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402621}, doi = {10.1145/3395352.3402621}, timestamp = {Tue, 28 Feb 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wisec/LiuKA20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/LuciaC20, author = {Michael J. De Lucia and Chase Cotton}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {A network security classifier defense: against adversarial machine learning attacks}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {67--73}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402627}, doi = {10.1145/3395352.3402627}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/LuciaC20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/LuoZLS020, author = {Zhengping Luo and Shangqing Zhao and Zhuo Lu and Yalin E. Sagduyu and Jie Xu}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Adversarial machine learning based partial-model attack in IoT}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {13--18}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402619}, doi = {10.1145/3395352.3402619}, timestamp = {Mon, 05 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wisec/LuoZLS020.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/PatelWM20, author = {Mansi Patel and Xuyu Wang and Shiwen Mao}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Data augmentation with conditional {GAN} for automatic modulation classification}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {31--36}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402622}, doi = {10.1145/3395352.3402622}, timestamp = {Tue, 07 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/PatelWM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/RestucciaDARCIM20, author = {Francesco Restuccia and Salvatore D'Oro and Amani Al{-}Shawabka and Bruno Costa Rendon and Kaushik R. Chowdhury and Stratis Ioannidis and Tommaso Melodia}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Generalized wireless adversarial deep learning}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {49--54}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402625}, doi = {10.1145/3395352.3402625}, timestamp = {Thu, 22 Feb 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wisec/RestucciaDARCIM20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/ShuCCT20, author = {Dule Shu and Weilin Cong and Jiaming Chai and Conrad S. Tucker}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Encrypted rich-data steganography using generative adversarial networks}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {55--60}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402626}, doi = {10.1145/3395352.3402626}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/ShuCCT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/wisec/ShuLKT20, author = {Dule Shu and Nandi O. Leslie and Charles A. Kamhoua and Conrad S. Tucker}, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Generative adversarial attacks against intrusion detection systems using active learning}, booktitle = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, pages = {1--6}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352.3402618}, doi = {10.1145/3395352.3402618}, timestamp = {Fri, 24 Jul 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/wisec/ShuLKT20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@proceedings{DBLP:conf/wisec/2020wiseml, editor = {Ren{\'{e}} Mayrhofer and Michael Roland}, title = {Proceedings of the 2nd {ACM} Workshop on Wireless Security and Machine Learning, WiseML@WiSec 2020, Linz, Austria, July 13, 2020}, publisher = {{ACM}}, year = {2020}, url = {https://doi.org/10.1145/3395352}, doi = {10.1145/3395352}, isbn = {978-1-4503-8007-2}, timestamp = {Tue, 29 Dec 2020 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/wisec/2020wiseml.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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