Researcher Dawn Song

Researcher Biography

http://www.eecs.berkeley.edu/Faculty/Homepages/song.html

Current Projects

Principled Defenses Against Adversarial Attacks on Deep Learning

Past Projects

Adversarially Robust Visual Understanding

Robust Visual Understanding in Adversarial Environments

Detecting and Diagnosing Abnormal Behaviors from Autonomous Driving Logs

Adversarial Deep Learning for Autonomous Driving

Secure and Privacy-Preserving Deep Learning