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

Mathematics

• Hardware 100%
• Attack 83%
• Neural Networks 77%
• Intellectual Property 50%
• Trigger 49%
• Graph in graph theory 37%
• Design 16%
• Hardware Design 15%
• Subgraph 14%
• Boolean Circuits 12%
• Vulnerability 12%
• Demonstrate 10%
• Machine Learning 9%
• Community 9%
• Experiment 6%
• Context 5%
• Framework 5%

Engineering & Materials Science

• Security systems 83%
• Neural networks 49%
• Computer hardware 48%
• Hardware security 39%
• Intellectual property 37%
• Trigger circuits 16%
• Machine learning 7%
• Experiments 3%