UNIST Safe AI Lab

Privacy-preserving machine learning: secure computations and differential privacy

Fairness-aware machine learning: fairness verification and certification

Security-enhanced machine learning: adversarial robustness, poisoning attacks and model extraction attacks

Deep representation learning

Transfer learning