2025
TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning
AAAI 2025technical
An image encoder pre-trained by self-supervised learning can be used as a general-purpose feature extractor to build downstream classifiers for various downstream tasks. However, many studies showed that an attacker can embed a trojan into an encoder such that multiple downstream classifiers built b…