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Title Issue Date Author(s) Journal Publisher
FADER: Fast Adversarial Example Rejection Being printed Crecchi, Francesco; Melis, Marco; Sotgiu, Angelo; Bacciu, Davide; Biggio, Battista NEUROCOMPUTING
Empirical assessment of generating adversarial configurations for software product lines 2021 Temple, P.; Perrouin, G.; Acher, M.; Biggio, B.; Jezequel, J. -M.; Roli, F. EMPIRICAL SOFTWARE ENGINEERING
Poisoning attacks on cyber attack detectors for industrial control systems 2021 Kravchik, Moshe; Biggio, Battista; Shabtai, Asaf
Poisoning Attacks on Algorithmic Fairness 2021 Solans, D.; Biggio, B.; Castillo, C. Springer Science and Business Media Deutschland GmbH
Adversarial Machine Learning: Attacks From Laboratories to the Real World 2021 Lin, Hsiao-Ying; Biggio, Battista COMPUTER
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware 2021 Demetrio, Luca; Biggio, Battista; Lagorio, Giovanni; Roli, Fabio; Armando, Alessandro IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection 2021 Demetrio, L.; Coull, S. E.; Biggio, B.; Lagorio, G.; Armando, A.; Roli, F. ACM TRANSACTIONS ON PRIVACY AND SECURITY
The Hammer and the Nut: Is Bilevel Optimization Really Needed to Poison Linear Classifiers? 2021 Cina, A. E.; Vascon, S.; Demontis, A.; Biggio, B.; Roli, F.; Pelillo, M. Institute of Electrical and Electronics Engineers Inc.
Do gradient-based explanations tell anything about adversarial robustness to android malware? 2021 Melis, M.; Scalas, M.; Demontis, A.; Maiorca, D.; Biggio, B.; Giacinto, G.; Roli, F. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
Adversarial Detection of Flash Malware: Limitations and Open Issues 2020 Maiorca, D.; Demontis, A.; Biggio, B.; Roli, F.; Giacinto, G. COMPUTERS & SECURITY
Deep neural rejection against adversarial examples 2020 SOTGIU, ANGELO; DEMONTIS, AMBRA; MELIS, MARCO; BIGGIO, BATTISTA; FUMERA, GIORGIO; Feng, Xiaoyi; R...OLI, FABIO EURASIP JOURNAL ON MULTIMEDIA AND INFORMATION SECURITY
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks 2019 Demontis, Ambra; Melis, Marco; Pintor, Maura; Jagielski, Matthew; Biggio, Battista; Oprea, Alina;... Nita-Rotaru, Cristina; Roli, Fabio USENIX Association
Societal issues in machine learning: When learning from data is not enough 2019 Bacciu, D.; Biggio, B.; Lisboa, P. J. G.; Martin, J. D.; Oneto, L.; Vellido, A. ESANN (i6doc.com)
Chairs' introduction and welcome to AISEC 2019 2019 Afroz, S.; Biggio, B.; Carlini, N.; Elovici, Y.; Shabtai, A.
Detecting adversarial examples through nonlinear dimensionality reduction 2019 Crecchi, F.; Bacciu, D.; Biggio, B. ESANN (i6doc.com)
Digital Investigation of PDF Files: Unveiling Traces of Embedded Malware 2019 Maiorca, Davide; Biggio, Battista IEEE SECURITY & PRIVACY
Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection 2019 Demontis, Ambra; Melis, Marco; Biggio, Battista; Maiorca, Davide; Arp, Daniel; Rieck, Konrad; Cor...ona, Igino; Giacinto, Giorgio; Roli, Fabio IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
Towards adversarial malware detection: lessons learned from PDF-based attacks 2019 Maiorca, D.; Biggio, B.; Giacinto, G. ACM COMPUTING SURVEYS
Optimization and deployment of CNNs at the Edge: The ALOHA experience 2019 Meloni, P.; Loi, D.; Busia, P.; Deriu, G.; Pimentel, A. D.; Sapra, D.; Stefanov, T.; Minakova, S....; Conti, F.; Benini, L.; Pintor, M.; Biggio, B.; Moser, B.; Shepelev, N.; Fragoulis, N.; Theodorakopoulos, I.; Masin, M.; Palumbo, F. Association for Computing Machinery, Inc
Deep Learning and Security Workshop 2019 2019 Rieck, K.; Biggio, B.; Vasiloglou, N.

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