PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems

24 March 2023

Papers citing "PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems"

8 / 8 papers shown

Title
Graph Neural Backdoor: Fundamentals, Methodologies, Applications, and Future Directions Xiao Yang Gaolei Li Jianhua Li AAML AI4CE 43 1 0 08 Jan 2025
LLMPirate: LLMs for Black-box Hardware IP Piracy Vasudev Gohil Matthew DeLorenzo Veera Vishwa Achuta Sai Venkat Nallam Joey See Jeyavijayan Rajendran 62 3 0 25 Nov 2024
On the Robustness of Graph Reduction Against GNN Backdoor Yuxuan Zhu Michael Mandulak Kerui Wu George Slota Yuseok Jeon Ka-Ho Chow Lei Yu AAML 25 1 0 02 Jul 2024
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs Lilas Alrahis Hassan Nassar Jonas Krautter Dennis R. E. Gnad Lars Bauer Jörg Henkel M. Tahoori 24 2 0 04 Mar 2024
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning Vasudev Gohil Satwik Patnaik D. Kalathil Jeyavijayan Rajendran AAML 27 3 0 21 Feb 2024
A clean-label graph backdoor attack method in node classification task Xiaogang Xing Ming Xu Yujing Bai Dongdong Yang AAML 78 7 0 30 Dec 2023
Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN? Lilas Alrahis Ozgur Sinanoglu 17 2 0 29 Mar 2023
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction Lilas Alrahis Satwik Patnaik Muhammad Abdullah Hanif Muhammad Shafique Ozgur Sinanoglu AAML 31 24 0 13 Nov 2021