Yuanxin Zhuang, Chuan Shi, Mengmei Zhang, Jinghui Chen, Lingjuan Lyu, Pan Zhou, Lichao Sun, "Unveiling the Secrets without Data: Can Graph Neural Networks Be Exploited through Data-Free Model Extraction Attacks?," The 33rd USENIX Security Symposium (Usenix Security), pp. 1-18, 2024
Release time:2023-12-09
Hits:
- Pre One:Binghui Wang, Minhua Lin, Tianxiang Zhou, Pan Zhou, Ang Li, Meng Pang, Hai Li, Yiran, Chen, "Efficient, Direct, and Restricted Black-Box Graph Evasion Attacks to Any-Layer Graph Neural Networks via Influence Function," The 17th ACM International Conference on Web Search and Data Mining (ACM WSDM 2024), pp.1-8, Merida, Yucatan, from March 4th to March 8th 2024
- Next One:Ao Liu, Wenshan Li, Tao Li, Beibei Li, Hanyuan Huang, Pan Zhou, "Towards Inductive Robustness: Distilling and Fostering Wave-induced Resonance in Transductive GCNs Against Graph Adversarial Attacks," The Thirty-Eighth Conference on Artificial Intelligence (AAAI 2024), pp.1-8, Vancouver, Canada, from February 20-27, 2024