Benjamin I. P. Rubinstein

Improving machine learning model security against adversarial attacks through certified robustness.

Research highlights vulnerabilities of MNMT systems to backdoor attacks.

A method to improve regression model reliability in the face of attacks.

Addressing overfitting and privacy issues in evolving datasets.