Search Results - "Barrué, Grégoire"

Layered Uploading for Quantum Convolutional Neural Networks by Barrué, Grégoire, Quertier, Tony

“…Continuing our analysis of quantum machine learning applied to our use-case of malware detection, we investigate the potential of quantum convolutional neural…”
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Use of Multi-CNNs for Section Analysis in Static Malware Detection by Quertier, Tony, Barrué, Grégoire

“…Existing research on malware detection focuses almost exclusively on the detection rate. However, in some cases, it is also important to understand the results…”
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Towards an in-depth detection of malware using distributed QCNN by Quertier, Tony, Barrué, Grégoire

“…Malware detection is an important topic of current cybersecurity, and Machine Learning appears to be one of the main considered solutions even if certain…”
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Quantum Machine Learning for Malware Classification by Barrué, Grégoire, Quertier, Tony

“…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…”
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From Stochastic Zakharov System to Multiplicative Stochastic Nonlinear Schr{\"o}dinger Equation by Barrué, Grégoire, de Bouard, Anne, Debussche, Arnaud

“…We study the convergence of a Zakharov system driven by a time white noise, colored in space, to a multiplicative stochastic nonlinear Schr{\"o}dinger…”
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A Lean Transformer Model for Dynamic Malware Analysis and Detection by Quertier, Tony, Marais, Benjamin, Barrué, Grégoire, Morucci, Stéphane, Azé, Sévan, Salladin, Sébastien

“…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…”
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