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cs.CR2022
Contributor-Aware Defenses Against Adversarial Backdoor Attacks
Glenn Dawson, Muhammad Umer, Robi Polikar
Deep neural networks for image classification are well-known to be vulnerable to adversarial attacks. One such attack that has garnered recent attention is the adversarial backdoor…
cs.LG2022★ 2 cited
False Memory Formation in Continual Learners Through Imperceptible Backdoor Trigger
Muhammad Umer, Robi Polikar
In this brief, we show that sequentially learning new information presented to a continual (incremental) learning model introduces new security risks: an intelligent adversary can…