Deobfuscation as a GNN-Based Graph-Edit Problem by Reinforcement Learning.

Roxane Cohen Roxane Cohen Robin David Samuel Hangouët Florian Yger Fabrice Rossi Deobfuscation as a GNN-Based Graph-Edit Problem by Reinforcement Learning. 2026 ESANN https://doi.org/10.14428/esann/2026.ES2026-155 conf/esann/2026 db/conf/esann/esann2026.html#CohenDHYR26 Roxane Cohen Analyzing binary programs and obfuscation with graph-based representations and machine learning. (Analyse de programmes binaires et d'obfuscation par des représentations de graphes et apprentissage automatique). 2025 PSL University, Paris, France https://tel.archives-ouvertes.fr/tel-05449270

Roxane Cohen Robin David Florian Yger Fabrice Rossi Identifying obfuscated code through graph-based semantic analysis of binary code. 49 2025 December 10 Appl. Netw. Sci. 1 https://doi.org/10.1007/s41109-025-00733-8 db/journals/ans/ans10.html#CohenDYR25 streams/journals/ans

Roxane Cohen Robin David Riccardo Mori Florian Yger Fabrice Rossi Experimental Study of Binary Diffing Resilience on Obfuscated Programs. 223-243 2025 DIMVA (1) https://doi.org/10.1007/978-3-031-97620-9_13 conf/dimva/2025-1 db/conf/dimva/dimva2025-1.html#CohenDMYR25 streams/conf/dimva

Roxane Cohen Robin David Florian Yger Fabrice Rossi Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code. 2025 April abs/2504.01481 CoRR https://doi.org/10.48550/arXiv.2504.01481 db/journals/corr/corr2504.html#abs-2504-01481 streams/journals/corr

Robin David Samuel Hangouët Riccardo Mori Fabrice Rossi Florian Yger