Andrea Paudice

Towards poisoning of deep learning algorithms with back-gradient optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 2017 · 532 citations

Artificial Intelligence, Engineering, Machine Learning +16

Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection

Andrea Paudice, Luis Muñoz-González, András György et al. · arXiv (Cornell University) · 2018 · 112 citations · Full text

Training Data, Evasion Technique, Anomaly Detection +15

Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization

Luis Muñoz-González, Battista Biggio, Ambra Demontis et al. · 2017 · 98 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

Automated root cause identification of security alerts: Evaluation in a SaaS Cloud

Domenico Cotroneo, Andrea Paudice, Antonio Pecchia · Future Generation Computer Systems · 2015 · 32 citations

Vulnerability Assessment (Computing), Threat (Computer), Security Diagnostics +10

Empirical Analysis and Validation of Security Alerts Filtering Techniques

Domenico Cotroneo, Andrea Paudice, Antonio Pecchia · IEEE Transactions on Dependable and Secure Computing · 2017 · 18 citations

Engineering, Information Security, Information Forensics +21