ObjectSeeker - Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking
Offered By: IEEE via YouTube
Course Description
Overview
Explore a 16-minute IEEE conference talk on certifiably robust object detection techniques that counter patch hiding attacks. Delve into the innovative ObjectSeeker method, which employs patch-agnostic masking to enhance detection reliability. Learn from Princeton University researchers Chong Xiang, Alexander Valtchanov, Saeed Mahloujifar, and Prateek Mittal as they present their findings on improving object detection systems' resilience against adversarial manipulations.
Syllabus
Certifiably Robust Object Detection against Patch Hiding Attacks via Patch-agnostic Masking
Taught by
IEEE Symposium on Security and Privacy
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