Battista Biggio
Università degli Studi di Cagliari
H-index: 47
Europe-Italy
Top articles of Battista Biggio
Certified Adversarial Robustness of Machine Learning-based Malware Detectors via (De) Randomized Smoothing
arXiv preprint arXiv:2405.00392
2024/5/1
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples
arXiv preprint arXiv:2404.19460
2024/4/30
Jérôme Rony
H-Index: 6
Luca Demetrio
H-Index: 3
Ambra Demontis
H-Index: 9
Battista Biggio
H-Index: 33
Fabio Roli
H-Index: 51
When Your AI Becomes a Target: AI Security Incidents and Best Practices
Proceedings of the AAAI Conference on Artificial Intelligence
2024/3/24
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks
IEEE Transactions on Intelligent Transportation Systems
2024/3/18
Machine learning security against data poisoning: Are we there yet?
2024/3/6
Kathrin Grosse
H-Index: 6
Ambra Demontis
H-Index: 9
Battista Biggio
H-Index: 33
Fabio Roli
H-Index: 51
Marcello Pelillo
H-Index: 30
Living-off-The-Land Reverse-Shell Detection by Informed Data Augmentation
arXiv preprint arXiv:2402.18329
2024/2/28
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
arXiv preprint arXiv:2402.17390
2024/2/27
Luca Demetrio
H-Index: 3
Luca Oneto
H-Index: 27
Davide Anguita
H-Index: 30
Battista Biggio
H-Index: 33
Fabio Roli
H-Index: 51
-zero: Gradient-based Optimization of -norm Adversarial Examples
arXiv preprint arXiv:2402.01879
2024/2/2
Rethinking data augmentation for adversarial robustness
Information Sciences
2024/1/1
Hamid Eghbal-Zadeh
H-Index: 15
Kathrin Grosse
H-Index: 6
Battista Biggio
H-Index: 33
Gerhard Widmer
H-Index: 37
Hardening RGB-D object recognition systems against adversarial patch attacks
Information Sciences
2023/12/1
Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors
2023/11/30
Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization
arXiv preprint arXiv:2310.08177
2023/10/12
Nebula: Self-Attention for Dynamic Malware Analysis
arXiv preprint arXiv:2310.10664
2023/9/19
Stateful Detection of Adversarial Reprogramming
Information Sciences
2023/9/1
Yang Zheng
H-Index: 10
Zhaoqiang Xia
H-Index: 13
Ambra Demontis
H-Index: 9
Battista Biggio
H-Index: 33
Fabio Roli
H-Index: 51
Adversarial ModSecurity: Countering Adversarial SQL Injections with Robust Machine Learning
arXiv preprint arXiv:2308.04964
2023/8/9
Detecting Attacks Against Deep Reinforcement Learning for Autonomous Driving
2023/7/9
Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks
2023/7/9
Why Adversarial Reprogramming Works, When It Fails, and How to Tell the Difference
Information Sciences
2023/6/1
Yang Zheng
H-Index: 10
Zhaoqiang Xia
H-Index: 13
Ambra Demontis
H-Index: 9
Battista Biggio
H-Index: 33
Fabio Roli
H-Index: 51
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
2023/7/13
Machine Learning Security in Industry: A Quantitative Survey
IEEE Transactions on Information Forensics and Security
2023/3/2
Kathrin Grosse
H-Index: 6
Battista Biggio
H-Index: 33
Co-Authors
