Resilience evaluation of memristor based PUF against machine learning attacks

Computer Science

• Memristor 100%
• Machine Learning 100%
• Learning System 100%
• Time Complexity 33%
• Process Variation 33%
• Data Complexity 33%
• Execution Time 16%
• Logistic Regression 16%
• Cryptographic Application 16%
• Hardware Security 16%
• Support Vector Machine 16%
• Training Sample 16%
• Gaussian Mixture Model 16%
• Machine Learning Algorithm 16%
• Random Decision Forest 16%
• Long Short-Term Memory Network 16%
• Extreme Gradient Boosting 16%
• Nonlinear Behavior 16%

Engineering

• Process Variation 66%
• Inherent Randomness 33%
• Nanotechnology Fabrication 33%

Keyphrases

• Security Margin 10%
• Randomness Testing 10%
• Nanotechnology Fabrication 10%