Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection

Computer Science

• Adversarial Machine Learning 20%
• Art Performance 20%
• Case Study 100%
• Classification Accuracy 20%
• Computer Aided Design 100%
• Convolutional Neural Network 100%
• Deep Learning 20%
• Deep Learning 20%
• Design Constraint 20%
• Electronic Computer 20%
• Machine Learning 100%
• Neural Network 20%

Keyphrases

• Adversarial Retraining 20%
• Output Prediction 20%
• Perturbation Attack 100%