Not All Tokens Are Equal: Region-Aware Consistency Repair of Backdoors in MLLMs

Jiali Wei, Ming Fan, Mingkun Zhang +6

MLLMs are increasingly deployed in user-facing applications, yet they inherit backdoor risks from the pipelines used to construct them: triggers may reside in images, texts, or bot…