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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…
quant-ph2024
Layered Uploading for Quantum Convolutional Neural Networks
Grégoire Barrué, Tony Quertier, Orlane Zang
Continuing our analysis of quantum machine learning applied to our use-case of malware detection, we investigate the potential of quantum convolutional neural networks. More precis…
cs.CR2024
Use of Multi-CNNs for Section Analysis in Static Malware Detection
Tony Quertier, Grégoire Barrué
Existing research on malware detection focuses almost exclusively on the detection rate. However, in some cases, it is also important to understand the results of our algorithm, or…