HW2VEC: A Graph Learning Tool for Automating Hardware Security

HW2VEC: A Graph Learning Tool for Automating Hardware Security

26 July 2021

Mohammad Abdullah Al Faruque

Papers citing "HW2VEC: A Graph Learning Tool for Automating Hardware Security"

18 / 18 papers shown

Title
Accelerating Hardware Verification with Graph Models Raghul Saravanan Sreenitha Kasarapu Sai Manoj P D GNN 80 0 0 03 Jan 2025
LLMPirate: LLMs for Black-box Hardware IP Piracy Vasudev Gohil Matthew DeLorenzo Veera Vishwa Achuta Sai Venkat Nallam Joey See Jeyavijayan Rajendran 69 3 0 25 Nov 2024
A Benchmark on Directed Graph Representation Learning in Hardware Designs Haoyu Wang Yinan Huang Nan Wu Pan Li OOD 48 1 0 09 Oct 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 29 2 0 04 Mar 2024
The Seeker's Dilemma: Realistic Formulation and Benchmarking for Hardware Trojan Detection Amin Sarihi Ahmad Patooghy Abdel-Hameed A. Badawy Peter Jamieson 19 1 0 27 Feb 2024
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
BoolGebra: Attributed Graph-learning for Boolean Algebraic Manipulation Yingjie Li Anthony Agnesina Yanqing Zhang Haoxing Ren Cunxi Yu 29 1 0 19 Jan 2024
Uncertainty-Aware Hardware Trojan Detection Using Multimodal Deep Learning Rahul Vishwakarma Amin Rezaei 45 2 0 15 Jan 2024
Trojan Playground: A Reinforcement Learning Framework for Hardware Trojan Insertion and Detection Amin Sarihi Ahmad Patooghy Peter Jamieson Abdel-Hameed A. Badawy 30 7 0 16 May 2023
Multi-criteria Hardware Trojan Detection: A Reinforcement Learning Approach Amin Sarihi Peter Jamieson Ahmad Patooghy Abdel-Hameed A. Badawy 14 5 0 26 Apr 2023
Information Flow Coverage Metrics for Hardware Security Verification Andres Meza Ryan Kastner 14 3 0 12 Apr 2023
PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems Lilas Alrahis Satwik Patnaik Muhammad Abdullah Hanif Muhammad Shafique Ozgur Sinanoglu 20 14 0 24 Mar 2023
TrojanSAINT: Gate-Level Netlist Sampling-Based Inductive Learning for Hardware Trojan Detection Hazem Lashen Lilas Alrahis J. Knechtel Ozgur Sinanoglu 25 11 0 27 Jan 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
Embracing Graph Neural Networks for Hardware Security (Invited Paper) Lilas Alrahis Satwik Patnaik Muhammad Shafique Ozgur Sinanoglu 28 16 0 17 Aug 2022
Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network Rozhin Yasaei Sina Faezi M. A. Al Faruque 13 18 0 14 Jul 2022
Hardware Trojan Detection using Graph Neural Networks Rozhin Yasaei Luke Chen Shi Yu Mohammad Abdullah Al Faruque 20 28 0 25 Apr 2022
A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation D. Koblah R. Acharya Daniel Capecci Olivia P. Dizon-Paradis Shahin Tajik F. Ganji D. Woodard Domenic Forte 25 12 0 19 Apr 2022