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Francesco Bergadano
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Books and Theses
- 1996
- [b2]Francesco Bergadano, Daniele Gunetti:
Inductive logic programming - from machine learning to software engineering. MIT Press 1996, ISBN 978-0-262-02393-1, pp. I-VII, 1-240 - 1991
- [b1]Francesco Bergadano, Attilio Giordana, Lorenza Saitta:
Machine learning - an integrated framework and its applications. Ellis Horwood series in artificial intelligence, Ellis Horwood 1991, ISBN 978-0-13-541749-2, pp. I-VI, 1-146
Journal Articles
- 2023
- [j33]Francesco Bergadano
, Giorgio Giacinto
:
Special Issue "AI for Cybersecurity: Robust Models for Authentication, Threat and Anomaly Detection". Algorithms 16(7): 327 (2023) - 2020
- [j32]Francesco Bergadano
, Milena Boetti, Fabio Cogno, Valerio Costamagna, Mario Leone, Marco Evangelisti:
A modular framework for mobile security analysis. Inf. Secur. J. A Glob. Perspect. 29(5): 220-243 (2020) - [j31]Maqsood Ahmad
, Valerio Costamagna, Bruno Crispo, Francesco Bergadano
, Yury Zhauniarovich:
StaDART: Addressing the problem of dynamic code updates in the security analysis of android applications. J. Syst. Softw. 159 (2020) - 2019
- [j30]Francesco Bergadano
, Fabio Carretto, Fabio Cogno
, Dario Ragno:
Defacement Detection with Passive Adversaries. Algorithms 12(8): 150 (2019) - 2014
- [j29]Francesco Bergadano
, Gianni Bosio, Stefano Spagnolo:
Supporting Collaboration between Customers and Developers: A Framework for Distributed, Agile Software Development. Int. J. Distributed Syst. Technol. 5(2): 1-16 (2014) - 2009
- [j28]Alessandro Basso, Francesco Bergadano
, Davide Cavagnino, Victor Pomponiu, Annamaria Vernone
:
A Novel Block-based Watermarking Scheme Using the SVD Transform. Algorithms 2(1): 46-75 (2009) - 2007
- [j27]Paolo Dal Checco, Francesco Bergadano, Davide Cavagnino, Pasquale Andrea Nesta, Michele Miraglia, Pier Luigi Zaccone:
Secure Logging for Irrefutable Administration. Int. J. Netw. Secur. 4(3): 340-347 (2007) - 2005
- [j26]Francesco Bergadano
, Davide Cavagnino:
Dealing with packet loss in the Interactive Chained Stream Authentication protocol. Comput. Secur. 24(2): 139-146 (2005) - 2003
- [j25]Francesco Bergadano, Daniele Gunetti, Claudia Picardi:
Identity verification through dynamic keystroke analysis. Intell. Data Anal. 7(5): 469-496 (2003) - 2002
- [j24]Francesco Bergadano
, Davide Cavagnino, Bruno Crispo:
Individual Authentication in Multiparty Communications. Comput. Secur. 21(8): 719-735 (2002) - [j23]Francesco Bergadano
, Daniele Gunetti, Claudia Picardi:
User authentication through keystroke dynamics. ACM Trans. Inf. Syst. Secur. 5(4): 367-397 (2002) - 2000
- [j22]Amos Beimel, Francesco Bergadano
, Nader H. Bshouty, Eyal Kushilevitz, Stefano Varricchio:
Learning functions represented as multiplicity automata. J. ACM 47(3): 506-530 (2000) - 1999
- [j21]Francesco Bergadano
, Antonio Puliafito, Salvatore Riccobene, Giancarlo Ruffo
, Lorenzo Vita:
Java-Based and Secure Learning Agents for Information Retrieval in Distributed Systems. Inf. Sci. 113(1-2): 55-84 (1999) - 1998
- [j20]Ross J. Anderson, Francesco Bergadano
, Bruno Crispo, Jong-Hyeon Lee, Charalampos Manifavas, Roger M. Needham:
A New Family of Authentication Protocols. ACM SIGOPS Oper. Syst. Rev. 32(4): 9-20 (1998) - [j19]Francesco Bergadano, Bruno Crispo, Giancarlo Ruffo:
High Dictionary Compression for Proactive Password Checking. ACM Trans. Inf. Syst. Secur. 1(1): 3-25 (1998) - 1997
- [j18]Francesco Bergadano
, Bruno Crispo, T. Mark A. Lomas:
Strong Authentication and Privacy with Standard Browsers. J. Comput. Secur. 5(3): 191-212 (1997) - [j17]Francesco Bergadano, A. Giallombardo, Antonio Puliafito, Giancarlo Ruffo, Lorenzo Vita:
Security Agents for Information Retrieval in Distributed Systems. Parallel Comput. 22(13): 1719-1731 (1997) - 1996
- [j16]Francesco Bergadano
, Stefano Varricchio:
Learning Behaviors of Automata from Multiplicity and Equivalence Queries. SIAM J. Comput. 25(6): 1268-1280 (1996) - [j15]Francesco Bergadano
, Daniele Gunetti:
Testing by Means of Inductive Program Learning. ACM Trans. Softw. Eng. Methodol. 5(2): 119-145 (1996) - 1995
- [j14]Francesco Bergadano
, Vincenzo Cutello
:
Probably approximately correct learning in fuzzy classification systems. IEEE Trans. Fuzzy Syst. 3(4): 473-478 (1995) - 1994
- [j13]Francesco Bergadano
, Daniele Gunetti:
Learning relations and logic programs. Knowl. Eng. Rev. 9(1): 73-77 (1994) - [j12]Katharina Morik, Francesco Bergadano
, Wray L. Buntine:
Guest Editorial. Mach. Learn. 14(1): 137-138 (1994) - 1993
- [j11]Francesco Bergadano, Daniele Gunetti, Umberto Trinchero:
The Difficulties of Learning Logic Programs with Cut. J. Artif. Intell. Res. 1: 91-107 (1993) - [j10]Francesco Bergadano
:
Machine Learning and the foundations of inductive inference. Minds Mach. 3(1): 31-51 (1993) - [j9]Lorenza Saitta, Francesco Bergadano
:
Pattern Recognition and Valiant's Learning Framework. IEEE Trans. Pattern Anal. Mach. Intell. 15(2): 145-155 (1993) - [j8]Attilio Giordana, Lorenza Saitta, Francesco Bergadano
, Filippo Brancadori, Davide De Marchi:
ENIGMA: A System That Learns Diagnostic Knowledge. IEEE Trans. Knowl. Data Eng. 5(1): 15-28 (1993) - [j7]Francesco Bergadano
:
Inductive Database Relations. IEEE Trans. Knowl. Data Eng. 5(6): 969-972 (1993) - 1992
- [j6]Francesco Bergadano
, Yves Kodratoff, Katharina Morik:
Machine Learning and Knowledge Acquisition, Summary of Research Contributions Presented at IJCAI'91. AI Commun. 5(1): 19-24 (1992) - [j5]Francesco Bergadano:
Learning Two-Tiered Descriptions of Flexible Concepts: The POSEIDON System. Mach. Learn. 8: 5-43 (1992) - 1989
- [j4]Francesco Bergadano
, Attilio Giordana:
Concept recognition: An approximate reasoning framework. Int. J. Intell. Syst. 4(1): 23-44 (1989) - [j3]Francesco Bergadano
, Attilio Giordana, Lorenza Saitta:
Knowledge representation and use in pattern analysis. Inf. Sci. 47(1): 1-16 (1989) - 1988
- [j2]Francesco Bergadano
, Attilio Giordana, Lorenza Saitta:
Automated Concept Acquisition in Noisy Environments. IEEE Trans. Pattern Anal. Mach. Intell. 10(4): 555-578 (1988) - 1987
- [j1]Francesco Bergadano, Lorenza Saitta:
A General Framework for Knowledge-Based Pattern Recognition. Int. J. Pattern Recognit. Artif. Intell. 1(2): 189-206 (1987)
Conference and Workshop Papers
- 2023
- [c41]Maqsood Ahmad, Francesco Bergadano, Valerio Costamagna, Bruno Crispo, Giovanni Russello:
AppBox: A Black-Box Application Sandboxing Technique for Mobile App Management Solutions. ISCC 2023: 1-7 - 2022
- [c40]Luca Degani, Francesco Bergadano, Seyed Ali Mirheidari, Fabio Martinelli, Bruno Crispo:
Generative adversarial networks for subdomain enumeration. SAC 2022: 1636-1645 - 2017
- [c39]Francesco Bergadano
, Fabio Carretto, Fabio Cogno, Dario Ragno:
Defacement response via keyed learning. IISA 2017: 1-6 - [c38]Maqsood Ahmad, Valerio Costamagna, Bruno Crispo, Francesco Bergadano
:
TeICC: targeted execution of inter-component communications in Android. SAC 2017: 1747-1752 - 2013
- [c37]Francesco Bergadano
:
Communication Setup in Anonymous Messaging. Security Protocols Workshop 2013: 161-169 - [c36]Francesco Bergadano
:
Communication Setup in Anonymous Messaging (Transcript of Discussion). Security Protocols Workshop 2013: 170-175 - 2011
- [c35]Renato Accornero, Daniele Rispoli, Francesco Bergadano
:
Privacy-enhanced identity via browser extensions and linking services. NSS 2011: 89-96 - 2005
- [c34]Giancarlo Ruffo
, Francesco Bergadano
:
EnFilter: A Password Enforcement and Filter Tool Based on Pattern Recognition Techniques. ICIAP 2005: 75-82 - 2004
- [c33]Alessandro Basso, Francesco Bergadano, Ilaria Coradazzi, Paolo Dal Checco:
Lightweight security for Internet polls. EGCDMAS 2004: 46-55 - [c32]Francesco Bergadano, Davide Cavagnino, Pasquale Andrea Nesta:
Server-Based Access Verification. EGCDMAS 2004: 91-103 - 2000
- [c31]Francesco Bergadano, Davide Cavagnino, Bruno Crispo:
Individual Single Source Authentication on the MBone. IEEE International Conference on Multimedia and Expo (I) 2000: 541-544 - [c30]Francesco Bergadano, Davide Cavagnino, Bruno Crispo:
Chained Stream Authentication. Selected Areas in Cryptography 2000: 144-157 - 1999
- [c29]Francesco Bergadano, Davide Cavagnino, Bruno Crispo:
Issues in Multicast Security. Security Protocols Workshop 1999: 119-139 - 1998
- [c28]Francesco Bergadano
, P. De Mauro:
Third Party Certification of HTTP Service Access Statistics (Position Paper). Security Protocols Workshop 1998: 95-99 - [c27]Francesco Bergadano
:
Third Party Certification of HTTP Service Access Statistics (Transcript of Discussion). Security Protocols Workshop 1998: 100-107 - [c26]Francesco Bergadano, Bruno Crispo, M. Eccettuato:
Secure WWW Transactions Using Standard HTTP and Java Applets. USENIX Workshop on Electronic Commerce 1998 - 1997
- [c25]Francesco Bergadano, Bruno Crispo, Giancarlo Ruffo:
Proactive Password Checking with Decision Trees. CCS 1997: 67-77 - [c24]Francesco Bergadano, Nader H. Bshouty, Christino Tamon, Stefano Varricchio:
On Learning Programs and Small Depth Circuits. EuroCOLT 1997: 150-161 - 1996
- [c23]Amos Beimel, Francesco Bergadano, Nader H. Bshouty, Eyal Kushilevitz, Stefano Varricchio:
On the Applications of Multiplicity Automata in Learning. FOCS 1996: 349-358 - [c22]Francesco Bergadano
, Dario Catalano, Stefano Varricchio:
Learning Sat-k-DNF Formulas from Membership Queries. STOC 1996: 126-130 - 1995
- [c21]Francesco Bergadano, S. Varrichio:
Learning behaviors of automata from shortest counterexamples. EuroCOLT 1995: 380-391 - 1994
- [c20]Francesco Bergadano, Stefano Varricchio:
Learning Behaviors of Automata from Multiplicity and Equivalence Queries. CIAC 1994: 54-62 - 1993
- [c19]Francesco Bergadano, Daniele Gunetti:
Logic Programming by Examples. GULP 1993: 393-405 - [c18]Francesco Bergadano, Daniele Gunetti:
Learning Relations: Basing Top-Down Methods on Inverse Resolution. AI*IA 1993: 190-201 - [c17]Francesco Bergadano, Daniele Gunetti:
Funtional Inductive Logic Programming with Queries to the User. ECML 1993: 323-328 - [c16]Francesco Bergadano, Vincenzo Cutello
:
Learning Membership Functions. ECSQARU 1993: 25-32 - [c15]Francesco Bergadano, Daniele Gunetti:
An Interactive System to Learn Functional Logic Programs. IJCAI 1993: 1044-1049 - [c14]Francesco Bergadano, Daniele Gunetti:
Inductive Synthesis of Logic Programs and Inductive Logic Programming. LOPSTR 1993: 45-56 - [c13]Francesco Bergadano
:
Test Case Generation by Means of Learning Techniques. SIGSOFT FSE 1993: 149-162 - 1991
- [c12]Francesco Bergadano
, Floriana Esposito, Céline Rouveirol, Stefan Wrobel:
Panel: Evaluating and Changing Representation in Concept Acquisition. EWSL 1991: 89-100 - [c11]Francesco Bergadano:
The Problem of Induction and Machine Learning. IJCAI 1991: 1073-1080 - 1990
- [c10]Francesco Bergadano, Attilio Giordana, Lorenza Saitta:
Biasing Induction by Using a Domain Theory: An Experimental Evaluation. ECAI 1990: 84-89 - [c9]Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Davide De Marchi, Filippo Brancadori:
Integrated Learning in a real Domain. ML 1990: 322-329 - 1989
- [c8]Francesco Bergadano, Attilio Giordana, S. Ponsero:
Deduction in Top-Down Inductive Learning. ML 1989: 23-25 - 1988
- [c7]Francesco Bergadano, Attilio Giordana, Lorenza Saitta:
Concept Acquisition in an Integrated EBL and SBL Environment. ECAI 1988: 363-368 - [c6]Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang:
Measuring Quality of Concept Descriptions. EWSL 1988: 1-14 - [c5]Francesco Bergadano, Attilio Giordana:
A Knowledge Intensive Approach to Concept Induction. ML 1988: 305-317 - [c4]Francesco Bergadano, R. Bisio:
Constructive Learning with Continuous-Valued Attributes. IPMU 1988: 154-162 - [c3]Francesco Bergadano, Stan Matwin, Ryszard S. Michalski, Jianping Zhang:
Representing and Acquiring Imprecise and Context-dependent Concepts in Knowledge-Based Systems. ISMIS 1988: 270-280 - 1987
- [c2]Francesco Bergadano, Attilio Giordana, Lorenza Saitta:
Integrating EBL and SBL Approaches to Knowledge Base Refinement. ISMIS 1987: 309-316 - 1986
- [c1]Francesco Bergadano
, Attilio Giordana:
A framework for knowledge representation and use in pattern analysis. ISMIS 1986: 423-431
Parts in Books or Collections
- 2010
- [p2]Alessandro Basso, Francesco Bergadano:
Anti-bot Strategies Based on Human Interactive Proofs. Handbook of Information and Communication Security 2010: 273-291 - 1991
- [p1]Francesco Bergadano, Attilio Giordana, Lorenza Saitta, Filippo Brancadori, Davide De Marchi:
Integrated Learning in a Real Domain. Knowledge Discovery in Databases 1991: 277-288
Editorship
- 1994
- [e1]Francesco Bergadano, Luc De Raedt
:
Machine Learning: ECML-94, European Conference on Machine Learning, Catania, Italy, April 6-8, 1994, Proceedings. Lecture Notes in Computer Science 784, Springer 1994, ISBN 3-540-57868-4 [contents]
Reference Works
- 2008
- [r1]Amos Beimel, Francesco Bergadano, Nader H. Bshouty, Eyal Kushilevitz, Stefano Varricchio:
Learning Automata. Encyclopedia of Algorithms 2008
Data and Artifacts
- 1990
- [d1]Francesco Bergadano, Attilio Giordana, Lorenza Saitta:
Mechanical Analysis. UCI Machine Learning Repository, 1990
Informal and Other Publications
- 2019
- [i4]Francesco Bergadano, Roberto Bertilone, Daniela Paolotti, Giancarlo Ruffo:
Learning Real Estate Automated Valuation Models from Heterogeneous Data Sources. CoRR abs/1909.00704 (2019) - 1996
- [i3]Francesco Bergadano, Nader H. Bshouty, Stefano Varricchio:
Learning Multivariate Polynomials from Substitution and Equivalence Queries. Electron. Colloquium Comput. Complex. TR96 (1996) - [i2]Francesco Bergadano, Nader H. Bshouty, Christino Tamon, Stefano Varricchio:
On Learning Branching Programs and Small Depth Circuits. Electron. Colloquium Comput. Complex. TR96 (1996) - 1993
- [i1]Francesco Bergadano, Daniele Gunetti, Umberto Trinchero:
The Difficulties of Learning Logic Programs with Cut. CoRR cs.AI/9311101 (1993)
Coauthor Index
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