31 citations · 44 across the 3 of their papers we have counts for
3 papers · 1 filter
MAYA: Addressing Inconsistencies in Generative Password Guessing through a Unified Benchmark
William Corrias, Fabio De Gaspari, Dorjan Hitaj +1
Recent advances in generative models have led to their application in password guessing, with the aim of replicating the complexity, structure, and patterns of human-created passwo…
MalPhase: Fine-Grained Malware Detection Using Network Flow Data
Michal Piskozub, Fabio De Gaspari, Frederick Barr-Smith +2
Economic incentives encourage malware authors to constantly develop new, increasingly complex malware to steal sensitive data or blackmail individuals and companies into paying lar…
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes
Fabio De Gaspari, Dorjan Hitaj, Giulio Pagnotta +2
Recent progress in machine learning has generated promising results in behavioral malware detection. Behavioral modeling identifies malicious processes via features derived by thei…