Researcher Dawn Song

Researcher Biography

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

Current Projects

Adversarially Robust Visual Understanding

Principled Defenses Against Adversarial Attacks on Deep Learning

Past Projects

Adversarial Deep Learning for Autonomous Driving

Detecting and Diagnosing Abnormal Behaviors from Autonomous Driving Logs

Robust Visual Understanding in Adversarial Environments

Secure and Privacy-Preserving Deep Learning