Battista Biggio

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Fabio RoliProfessor, University of Genova and Cagliari, ItalyPreverjeni e-poštni naslov na unige.it
Ambra DemontisAssistant Professor at University of CagliariPreverjeni e-poštni naslov na unica.it
Giorgio FumeraAssociate Professor of Computer Engineering, University of CagliariPreverjeni e-poštni naslov na unica.it
Giorgio Giacinto UniCAProfessor of Computer EngineeringPreverjeni e-poštni naslov na unica.it
Maura PintorUniversity of CagliariPreverjeni e-poštni naslov na unica.it
Luca DemetrioAssistant Professor at Università degli Studi di GenovaPreverjeni e-poštni naslov na unige.it
Davide MaiorcaAssociate Professor of Computer Engineering at University of Cagliari, ItalyPreverjeni e-poštni naslov na unica.it
Igino CoronaComputer Security Researcher & Co-founder, Pluribus OnePreverjeni e-poštni naslov na pluribus-one.it
Marco MelisIndividualPreverjeni e-poštni naslov na unica.it
Pavel LaskovUniversity of LiechtensteinPreverjeni e-poštni naslov na uni.li
Ignazio PillaiDIEE - University of CagliariPreverjeni e-poštni naslov na diee.unica.it
Marcello PelilloProfessor of Computer Science, FIEEE, FIAPR, FAAIA, Ca' Foscari University of VenicePreverjeni e-poštni naslov na dsi.unive.it
Angelo SotgiuAssistant Professor, University of CagliariPreverjeni e-poštni naslov na unica.it
Antonio Emanuele CinàAssistant Professor @ University of GenoaPreverjeni e-poštni naslov na unige.it
Kathrin GrosseIBM ResearchPreverjeni e-poštni naslov na ibm.com
Alina OpreaNortheastern UniversityPreverjeni e-poštni naslov na neu.edu
Davide AriuCEO & Co-Founder of Pluribus One, Research Assistant @ University of CagliariPreverjeni e-poštni naslov na diee.unica.it
Gian Luca MarcialisAssociate Professor @ University of Cagliari, ItalyPreverjeni e-poštni naslov na diee.unica.it
Cristina Nita-RotaruProfessor, Khoury College of Computer Science, Northeastern UniversityPreverjeni e-poštni naslov na northeastern.edu
Matthew JagielskiGoogle DeepMindPreverjeni e-poštni naslov na google.com

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Battista Biggio

Full Professor, University of Cagliari, Italy

Preverjeni e-poštni naslov na unica.it - Domača stran

Adversarial Machine Learning AI Security Machine Learning Computer Security


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	2676*	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	2050	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	1857	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	1061	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	767	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	575	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	535	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	512	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	471	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	357	2019
Support Vector Machines under Adversarial Label Contamination H Xiao, B Biggio, B Nelson, H Xiao, C Eckert, F Roli Neurocomputing, 2014	301	2014
Adversarial Feature Selection against Evasion Attacks F Zhang, PPK Chan, B Biggio, DS Yeung, F Roli IEEE Transactions on Cybernetics, 2015	268	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	248	2010
Explaining Vulnerabilities of Deep Learning to Adversarial Malware Binaries L Demetrio, B Biggio, G Lagorio, F Roli, A Armando ITASEC 2019, 2019	179	2019
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	179	2012
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	178	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	170	2016
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	164	2014
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection L Demetrio, SE Coull, B Biggio, G Lagorio, A Armando, F Roli ACM Transactions on Privacy and Security (TOPS) 24 (4), 1-31, 2021	161	2021

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