Luca Demetrio
Università degli Studi di Cagliari
H-index: 10
Europe-Italy
Top articles of Luca Demetrio
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
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
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
Nebula: Self-Attention for Dynamic Malware Analysis
arXiv preprint arXiv:2310.10664
2023/9/19
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
ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
Pattern Recognition
2023/2/1
Cybersecurity and AI: The PRALab Research Experience
CEUR WORKSHOP PROCEEDINGS
2023
AI Security and Safety: The PRALab Research Experience
CEUR WORKSHOP PROCEEDINGS
2023
Phantom sponges: Exploiting non-maximum suppression to attack deep object detectors
2023
Luca Demetrio
H-Index: 3
Battista Biggio
H-Index: 33
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
2022/7/7
Explaining machine learning DGA detectors from DNS traffic data
2022/8/10
secml: Secure and Explainable Machine Learning in Python
SoftwareX
2022/6/1
A survey on reinforcement learning security with application to autonomous driving
arXiv preprint arXiv:2212.06123
2022/12/12
Practical evaluation of poisoning attacks on online anomaly detectors in industrial control systems
Computers & Security
2022/11/1
Luca Demetrio
H-Index: 3
Battista Biggio
H-Index: 33
Practical Attacks on Machine Learning: A Case Study on Adversarial Windows Malware
IEEE Security & Privacy
2022/7/12
Adversarial EXEmples: a survey and experimental evaluation of practical attacks on machine learning for windows malware detection
ACM Transactions on Privacy and Security (TOPS)
2021/9/2
Co-Authors
