MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction

14 December 2021

Papers citing "MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction"

7 / 7 papers shown

Title
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learning Vasudev Gohil Satwik Patnaik D. Kalathil Jeyavijayan Rajendran AAML 40 3 0 21 Feb 2024
Similarity-Based Logic Locking Against Machine Learning Attacks Subhajit Dutta Chowdhury Kaixin Yang Pierluigi Nuzzo AAML 16 6 0 10 May 2023
Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN? Lilas Alrahis Ozgur Sinanoglu 25 2 0 29 Mar 2023
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs Lilas Alrahis J. Knechtel Ozgur Sinanoglu GNN AI4CE 49 22 0 29 Nov 2022
Security Closure of IC Layouts Against Hardware Trojans Fangzhou Wang Qijing Wang Bangqi Fu Shui Jiang Xiaopeng Zhang Lilas Alrahis Ozgur Sinanoglu J. Knechtel Tsung-Yi Ho Evangeline F. Y. Young 20 15 0 15 Nov 2022
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation Lilas Alrahis J. Knechtel F. Klemme H. Amrouch Ozgur Sinanoglu 39 21 0 04 Aug 2022
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 42 24 0 13 Nov 2021