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cs.CR2022★ 2 cited
AI-based Malware and Ransomware Detection Models
Benjamin Marais, Tony Quertier, Stéphane Morucci
Cybercrime is one of the major digital threats of this century. In particular, ransomware attacks have significantly increased, resulting in global damage costs of tens of billion…
cs.CR2022★ 8 cited
MERLIN -- Malware Evasion with Reinforcement LearnINg
Tony Quertier, Benjamin Marais, Stéphane Morucci +1
In addition to signature-based and heuristics-based detection techniques, machine learning (ML) is widely used to generalize to new, never-before-seen malicious software (malware).…