INGI
Place Sainte Barbe 2/L5.02.01
1348 Louvain-la-Neuve
Boursier de doctorat FRIA
INGI
Place Sainte Barbe 2/L5.02.01
1348 Louvain-la-Neuve
Assistant des cours :
Anciennement assistant des cours :
Chercheur en Cybersécurité et Machine Learning dans le laboratoire d'Axel Legay.
Bertrand Van Ouytsel, Charles-Henry ; Given-Wilson, Thomas ; Minet,Jeremy ; Roussieau, Julian ; Legay, Axel. Analysis of Machine Learning Approaches to Packing Detection. In: Computer & security, (2021) (Soumis).
Bertrand Van Ouytsel, Charles-Henry ; Bronchain, Olivier ; Cassiers, Gaëtan ; Standaert, François-Xavier. How to Fool a Black Box Machine Learning Based Side-Channel Security Evaluation. In: New York, Vol. 13, no.4, p. 573-585 (2021). doi:10.1007/s12095-021-00479-x.
Bertrand Van Ouytsel, Charles-Henry ; Bronchain, Olivier ; Cassiers, Gaëtan ; Standaert, François-Xavier. How to fool a black box machine learning based side-channel security evaluation. In: Cryptography and Communications, Vol. 6, no.2, p. 85 (2021). doi:10.1007/s12095-021-00479-x.
Bertrand Van Ouytsel, Charles-Henry ; Legay, Axel. Malware Analysis with Symbolic Execution and Graph Kernel. NordSec'22: The 27th Nordic Conference on Secure IT Systems (Reykjavik). In: NordSec'22: Proceedings of the 27th Nordic conference on Secure IT Systems, 2022. 978-3-642-34209-7.
D'Hondt, Alexandre ; Bertrand Van Ouytsel, Charles-Henry ; Legay, Axel. Packing-Box: Playing with Executable Packing. BlackHat Europe 2022 (London, du 07/12/2022 au 08/12/2022).
Bertrand Van Ouytsel, Charles-Henry ; Dam, Khanh Huu The ; Legay, Axel. Symbolic analysis meets federated learning to enhance malware identifier. ARES 2022: The 17th International Conference on Availability, Reliability and Security (Vienna Austria). In: ARES '22: Proceedings of the 17th International Conference on Availability, Reliability and Security, 2022. 978-1-4503-9670-7, p. 1-10. doi:10.1145/3538969.3538996.
Bertrand Van Ouytsel, Charles-Henry ; Crochet, Christophe ; Legay, Axel. Tool paper - SEMA: Symbolic Execution toolchain for Malware Analysis. 17th International Conference on Risks and Security of Internet and Systems. In: CRiSIS '22: Proceedings of the 17th International Conference on Risks and Security of Internet and Systems, 2022. 9783031020667.
Bertrand Van Ouytsel, Charles-Henry ; Legay, Axel. Extended abstract - Detection and classification of malware based on symbolic execution and machine learning methods. Cybersec&AI (Online, du 04/11/2021 au 05/11/2021) (Soumis).