Identifying Obfuscated Code through Graph-Based Semantic Analysis of Binary Code
Authors: Roxane Cohen, Robin David, Florian Yger, Fabrice Rossi | Published: 2025-04-02
グラフ機械学習の説明可能性
From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Authors: Darren Edge, Ha Trinh, Newman Cheng, Joshua Bradley, Alex Chao, Apurva Mody, Steven Truitt, Dasha Metropolitansky, Robert Osazuwa Ness, Jonathan Larson | Published: 2024-04-24 | Updated: 2025-02-19
Privacy and Transparency in Graph Machine Learning: A Unified Perspective
Authors: Megha Khosla | Published: 2022-07-22 | Updated: 2022-10-19
Adversarial Attacks on Graph Classification via Bayesian Optimisation
Authors: Xingchen Wan, Henry Kenlay, Binxin Ru, Arno Blaas, Michael A. Osborne, Xiaowen Dong | Published: 2021-11-04
DeepRobust: A PyTorch Library for Adversarial Attacks and Defenses
Authors: Yaxin Li, Wei Jin, Han Xu, Jiliang Tang | Published: 2020-05-13