Welcome to Safe AI Lab at Department of Industrial Engineering, UNIST
Welcome to Safe AI Lab at Department of Industrial Engineering, UNIST
Safe AI Lab specializes in the security of AI models, focusing on privacy-preserving machine learning, fairness verification and certification, and security-enhanced machine learning. We are interested in inherent vulnerabilities within AI models.
Privacy-preserving ML
Secure Computations and Differential Privacy (DP)
Fairness-aware ML
Fairness Verification and Certification
Security-enhanced ML
Adversarial Robustness, Poisoning Attacks and Model Extraction Attacks
Deep representation learning
Transfer learning
50, UNIST-gil, Eonyang-eup, Ulju-gun, Ulsan, Republic of Korea
☎️ +82 52 217 7599
✉️ srompark@unist.ac.kr