Adversarial Model Testing
Evaluate vulnerabilities and enhance detection models with automated adversarial data generation and real-time simulations.
Model Testing
Evaluating adversarial sample effectiveness against liveness detection models.
Attack Success Rates
Analyzing vulnerability patterns through adversarial sample evaluations on mainstream liveness detection models.
Defense Optimization
Improving detection model performance using adversarial training with generated data.