Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
2018 · 761 citations
https://doi.org/10.1109/sp.2018.00057
B
Battista Biggio
Claim or correct this author profile
Claim this profile or suggest corrections to the name, affiliation, bio, photo, or paper titles. Approved changes appear as verified CitedEvidence overlays.
250
Papers
8.8K
Citations
41
h-index
99
i10-index
Battista Biggio is an academic researcher. The author has contributed to research in topics: Adversarial Robustness in Machine Learning & Advanced Malware Detection Techniques & Anomaly Detection Techniques and Applications. The author has an h-index of 41, co-authored 213 publications.
ORCID: 0000-0001-7752-509XPapers by this author
worksWild Patterns
2018 · 169 citations
https://doi.org/10.1145/3243734.3264418
Nebula: Self-Attention for Dynamic Malware Analysis
2024 · IEEE Transactions on Information Forensics and Security · 29 citations
https://doi.org/10.1109/tifs.2024.3409083
Machine Learning Security Against Data Poisoning: Are We There Yet?
2024 · Computer · 27 citations
https://doi.org/10.1109/mc.2023.3299572
Why adversarial reprogramming works, when it fails, and how to tell the difference
2023 · Information Sciences · 13 citations
https://doi.org/10.1016/j.ins.2023.02.086
Adversarial pruning: A survey and benchmark of pruning methods for adversarial robustness
2025 · Pattern Recognition · 4 citations
https://doi.org/10.1016/j.patcog.2025.111788
Research topics
topicsChat about Author
Papers
Chat
Click to start Chat