Concepedia
Statistics
Publications
78
Citations
7.6K
H-Index
36
Active since
2007
Affiliations
University of Cagliari(Current)
University of Genoa
University of Tübingen
École Polytechnique Fédérale de Lausanne
Ca' Foscari University of Venice
Battista Biggio is an author at University of Cagliari specializing in computing, computer science, and computer security.
Publications per year
2007–2024
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
Matthew Jagielski, Alina Oprea, Battista Biggio et al. · 2018 · 783 citations · Full text
Computing, Computer Science, Cybersecurity +14
Poisoning Attacks against Support Vector Machines
Battista Biggio, Blaine Nelson, Pavel Laskov · arXiv (Cornell University) · 2012 · 740 citations · Full text
Computing, Computer Science, Computer Security +11
Wild patterns: Ten years after the rise of adversarial machine learning
Battista Biggio, Fabio Roli · Pattern Recognition · 2018 · 611 citations · Full text
Computing, Computer Science, Cybersecurity +10
Towards poisoning of deep learning algorithms with back-gradient optimization
Battista Biggio, Ambra Demontis, Andrea Paudice et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2017 · 538 citations
Computing, Computer Science, Algorithms +13
Security Evaluation of Pattern Classifiers under Attack
Battista Biggio, Giorgio Fumera, Fabio Roli · IEEE Transactions on Knowledge and Data Engineering · 2013 · 427 citations · Full text
Computing, Computer Science, Cybersecurity +8
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