Search Results - "Marais, Benjamin"

Risk Factors and Predictors of Hypothermia and Dropouts During Open-Water Swimming Competitions by Drigny, Joffrey, Rolland, Marine, Pla, Robin, Chesneau, Christophe, Lebreton, Tess, Marais, Benjamin, Outin, Pierre, Moussay, Sébastien, Racinais, Sébastien, Mauvieux, Benoit

“…To measure core temperature (Tcore) in open-water (OW) swimmers during a 25-km competition and identify the predictors of Tcore drop and hypothermia-related…”
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Testing inter-observer error under a collaborative research framework for studying lithic shape variability by Timbrell, Lucy, Scott, Christopher, Habte, Behailu, Tefera, Yosef, Monod, Hélène, Qazzih, Mouna, Marais, Benjamin, Black, Wendy, Maroma, Christine, Ndiema, Emmanuel, Henderson, Struan, Elmes, Katherine, Plomp, Kimberly, Grove, Matt

“…Evaluating error that arises through the aggregation of data recorded by multiple observers is a key consideration in many metric and geometric morphometric…”
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Optimized Deep Learning Models for Malware Detection under Concept Drift by Maillet, William, Marais, Benjamin

“…Despite the promising results of machine learning models in malicious files detection, they face the problem of concept drift due to their constant evolution…”
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AI-based Malware and Ransomware Detection Models by Marais, Benjamin, Quertier, Tony, Morucci, Stéphane

“…Cybercrime is one of the major digital threats of this century. In particular, ransomware attacks have significantly increased, resulting in global damage…”
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Malware Analysis with Artificial Intelligence and a Particular Attention on Results Interpretability by Marais, Benjamin, Quertier, Tony, Chesneau, Christophe

“…Malware detection and analysis are active research subjects in cybersecurity over the last years. Indeed, the development of obfuscation techniques, as…”
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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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MERLIN -- Malware Evasion with Reinforcement LearnINg by Quertier, Tony, Marais, Benjamin, Morucci, Stéphane, Fournel, Bertrand

“…In addition to signature-based and heuristics-based detection techniques, machine learning (ML) is widely used to generalize to new, never-before-seen…”
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