Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning. - Siyuan Liang; Kuanrong Liu; Jiajun Gong; Jiawei Liang; Yuan Xun; Ee-Chien Chang; Xiaochun Cao (CoRR, 2024)

Adversarial Backdoor Defense in CLIP. - Junhao Kuang; Siyuan Liang; Jiawei Liang; Kuanrong Liu; Xiaochun Cao (CoRR, 2024)

Efficient Backdoor Defense in Multimodal Contrastive Learning: A Token-Level Unlearning Method for Mitigating Threats. - Kuanrong Liu; Siyuan Liang; Jiawei Liang; Pengwen Dai; Xiaochun Cao (CoRR, 2024)