Mengxin Zheng*

SSL-Cleanse: Trojan Detection and Mitigation in Self-Supervised Learning

"Self-supervised learning (SSL) is a prevalent approach for encoding data representations. Using a pre-trained SSL image encoder and subsequently training a downstream classifier, impressive performance can be achieved on various tasks with very little labeled data. The growing adoption of SSL has l…