Robust Machine Learning

A concealed poisoning attack to reduce deep neural networks' robustness against adversarial samples
Representative publication listed on Patrick Chan’s faculty profile page.
Robustness analysis of classical and fuzzy decision trees under adversarial evasion attack
Representative publication listed on Patrick Chan’s faculty profile page.
Transfer learning based countermeasure against label flipping poisoning attack
Representative publication listed on Patrick Chan’s faculty profile page.