2 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.CR2024★ 1 cited
A Lean Transformer Model for Dynamic Malware Analysis and Detection
Tony Quertier, Benjamin Marais, Grégoire Barrué +3
Malware is a fast-growing threat to the modern computing world and existing lines of defense are not efficient enough to address this issue. This is mainly due to the fact that man…
cs.CR2023★ 2 cited
Quantum Machine Learning for Malware Classification
Grégoire Barrué, Tony Quertier
In a context of malicious software detection, machine learning (ML) is widely used to generalize to new malware. However, it has been demonstrated that ML models can be fooled or m…
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…