Battista Biggio

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Fabio RoliProfessor, University of Genova and Cagliari, ItalyGeverifieerd e-mailadres voor unige.it
Ambra DemontisAssistant Professor at University of CagliariGeverifieerd e-mailadres voor unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariGeverifieerd e-mailadres voor unica.it
Maura PintorUniversity of CagliariGeverifieerd e-mailadres voor unica.it
Luca DemetrioAssistant Professor at Università degli Studi di GenovaGeverifieerd e-mailadres voor unige.it
Davide MaiorcaAssistant Professor of Computer Engineering at University of Cagliari, ItalyGeverifieerd e-mailadres voor unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OneGeverifieerd e-mailadres voor pluribus-one.it
Marco MelisIndividualGeverifieerd e-mailadres voor unica.it
Pavel LaskovUniversity of LiechtensteinGeverifieerd e-mailadres voor uni.li
Ignazio PillaiDIEE - University of CagliariGeverifieerd e-mailadres voor diee.unica.it
Marcello PelilloProfessor of Computer Science, FIEEE, FIAPR, FAAIA, Ca' Foscari University of VeniceGeverifieerd e-mailadres voor dsi.unive.it
Angelo SotgiuAssistant Professor, University of CagliariGeverifieerd e-mailadres voor unica.it
Antonio Emanuele CinàAssistant Professor @ University of GenoaGeverifieerd e-mailadres voor unige.it
Alina OpreaNortheastern UniversityGeverifieerd e-mailadres voor neu.edu
Kathrin GrosseIBM ResearchGeverifieerd e-mailadres voor ibm.com
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariGeverifieerd e-mailadres voor diee.unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyGeverifieerd e-mailadres voor diee.unica.it
Cristina Nita-RotaruProfessor, Khoury College of Computer Science, Northeastern UniversityGeverifieerd e-mailadres voor northeastern.edu
Matthew JagielskiGoogle DeepMindGeverifieerd e-mailadres voor google.com
Konrad RieckTechnische Universität BerlinGeverifieerd e-mailadres voor tu-berlin.de

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Battista Biggio

Full Professor, University of Cagliari, Italy

Geverifieerd e-mailadres voor unica.it - Homepage

Adversarial Machine Learning AI Security Machine Learning Computer Security


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
Evasion Attacks against Machine Learning at Test Time B Biggio, I Corona, D Maiorca, B Nelson, N Šrndić, P Laskov, G Giacinto, ... 6th European Machine Learning and Data Mining Conference (ECML/PKDD), 2013	2610*	2013
Poisoning Attacks against Support Vector Machines B Biggio, B Nelson, P Laskov Int'l Conference on Machine Learning (ICML) - ICML 2022 Test of Time Award, 2012	1980	2012
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning B Biggio, F Roli Pattern Recognition (2021 Best Paper Award and Pattern Recognition Medal), 2018	1786	2018
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning M Jagielski, A Oprea, B Biggio, C Liu, C Nita-Rotaru, B Li 39th IEEE Symposium on Security and Privacy, 2018	1020	2018
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization L Muñoz-González, B Biggio, A Demontis, A Paudice, V Wongrassamee, ... 10th ACM Workshop on Artificial Intelligence & Security (AISec'17), 2017	744	2017
Security Evaluation of Pattern Classifiers under Attack B Biggio, G Fumera, F Roli IEEE Transactions on Knowledge and Data Engineering 26 (4), 984-996, 2014	578	2014
Support Vector Machines Under Adversarial Label Noise B Biggio, B Nelson, P Laskov Journal of Machine Learning Research-Proceedings Track 20, 97-112, 2011	537	2011
Is Feature Selection Secure against Training Data Poisoning? H Xiao, B Biggio, G Brown, G Fumera, C Eckert, F Roli Int'l Conference on Machine Learning (ICML), 2015	530	2015
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks A Demontis, M Melis, M Pintor, M Jagielski, B Biggio, A Oprea, ... USENIX Security 2019, 2019	493	2019
Adversarial Malware Binaries: Evading Deep Learning for Malware Detection in Executables B Kolosnjaji, A Demontis, B Biggio, D Maiorca, G Giacinto, C Eckert, ... European Signal Processing Conference (EUSIPCO), 2018	451	2018
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection A Demontis, M Melis, B Biggio, D Maiorca, D Arp, K Rieck, I Corona, ... IEEE Transactions on Dependable and Secure Computing 16 (4), 711-724, 2019	363	2019
Support Vector Machines under Adversarial Label Contamination H Xiao, B Biggio, B Nelson, H Xiao, C Eckert, F Roli Neurocomputing, 2014	294	2014
Adversarial Feature Selection against Evasion Attacks F Zhang, PPK Chan, B Biggio, DS Yeung, F Roli IEEE Transactions on Cybernetics, 2015	271	2015
Multiple Classifier Systems for Robust Classifier Design in Adversarial Environments B Biggio, G Fumera, F Roli International Journal of Machine Learning and Cybernetics 1 (1-4), 27-41, 2010	243	2010
Security Evaluation of Biometric Authentication Systems under Real Spoofing Attacks B Biggio, Z Akhtar, G Fumera, GL Marcialis, F Roli IET biometrics (2014 Premium Award for Best Paper in IET Biometrics), 2012	182	2012
Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries L Demetrio, B Biggio, G Lagorio, F Roli, A Armando ITASEC 2019, 2019	173	2019
Poisoning Behavioral Malware Clustering B Biggio, K Rieck, D Ariu, C Wressnegger, I Corona, G Giacinto, F Roli Proceedings of the 2014 workshop on artificial intelligent and security …, 2014	173	2014
Functionality-preserving Black-box Optimization of Adversarial Windows Malware L Demetrio, B Biggio, G Lagorio, F Roli, A Armando IEEE Transactions on Information Forensics and Security 16, 3469-3478, 2021	168	2021
Who Are You? A Statistical Approach to Measuring User Authenticity DM Freeman, S Jain, M Dürmuth, B Biggio, G Giacinto Proc. 23rd Annual Network & Distributed System Security Symposium (NDSS), 2016	158	2016
Is Data Clustering in Adversarial Settings Secure? B Biggio, I Pillai, S Rota Bulò, D Ariu, M Pelillo, F Roli Proceedings of the 2013 ACM workshop on Artificial intelligence and security …, 2013	158	2013

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