How to fool a black box machine learning based side-channel security evaluation. - Charles-Henry Bertrand Van Ouytsel; Olivier Bronchain; Gaëtan Cassiers; François-Xavier Standaert (Cryptogr. Commun., 2021)

Analysis of Machine Learning Approaches to Packing Detection. - Charles-Henry Bertrand Van Ouytsel; Thomas Given-Wilson; Jeremy Minet; Julian Roussieau; Axel Legay (CoRR, 2021)

Symbolic analysis meets federated learning to enhance malware identifier. - Charles-Henry Bertrand Van Ouytsel; Khanh-Huu-The Dam; Axel Legay (ARES, 2022)

Tool Paper - SEMA: Symbolic Execution Toolchain for Malware Analysis. - Charles-Henry Bertrand Van Ouytsel; Christophe Crochet; Khanh-Huu-The Dam; Axel Legay (CRiSIS, 2022)

Malware Analysis with Symbolic Execution and Graph Kernel. - Charles-Henry Bertrand Van Ouytsel; Axel Legay (NordSec, 2022)

Experimental Toolkit for Manipulating Executable Packing. - Alexandre D'Hondt; Charles-Henry Bertrand Van Ouytsel; Axel Legay (CRiSIS, 2023)

On Exploiting Symbolic Execution to Improve the Analysis of RAT Samples with angr. - Serena Lucca; Christophe Crochet; Charles-Henry Bertrand Van Ouytsel; Axel Legay (FPS (1), 2023)

Highlighting the Impact of Packed Executable Alterations with Unsupervised Learning. - Alexandre D'Hondt; Charles-Henry Bertrand Van Ouytsel; Axel Legay (CRiSIS, 2024)

Extended Abstract: Evading Packing Detection: Breaking Heuristic-Based Static Detectors. - Alexandre D'Hondt; Charles-Henry Bertrand Van Ouytsel; Axel Legay (DIMVA, 2024)

Secure federated learning applied to medical imaging with fully homomorphic encryption. - Xavier Lessage; Leandro Collier; Charles-Henry Bertrand Van Ouytsel; Axel Legay; Saïd Mahmoudi; Philippe Massonet (ICAIC, 2024)

A vision on a methodology for the application of an Intrusion Detection System for satellites. - Sébastien Gios; Charles-Henry Bertrand Van Ouytsel; Mark Diamantino Caribé; Axel Legay (ASE, 2024)

Feature selection for packer classification based on association rule mining. - Rosana Veroneze; Charles-Henry Bertrand Van Ouytsel; Khanh-Huu-The Dam; Axel Legay (Eng. Appl. Artif. Intell., 2024)

Analysis and classification of malware based on symbolic execution and machine learning. - Charles-Henry Bertrand Van Ouytsel (2024)

Analysis of machine learning approaches to packing detection. - Charles-Henry Bertrand Van Ouytsel; Khanh-Huu-The Dam; Axel Legay (Comput. Secur., 2024)

Assessing Static and Dynamic Features for Packing Detection. - Charles-Henry Bertrand Van Ouytsel; Axel Legay; Serena Lucca; Dimitri Wauters (The Combined Power of Research, Education, and Dissemination, 2025)

A Unified Comparison of Tabular and Graph-Based Feature Representations in Machine Learning for Malware Detection. - Samy Bettaieb; Serena Lucca; Charles-Henry Bertrand Van Ouytsel; Axel Legay; Etienne Rivière (EuroS&P (Workshops), 2025)