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cs.CV2025
An Image Is Worth Ten Thousand Words: Verbose-Text Induction Attacks on VLMs
Zhi Luo, Zenghui Yuan, Wenqi Wei +2
With the remarkable success of Vision-Language Models (VLMs) on multimodal tasks, concerns regarding their deployment efficiency have become increasingly prominent. In particular,…
cs.LG2025
MUBox: A Critical Evaluation Framework of Deep Machine Unlearning
Xiang Li, Bhavani Thuraisingham, Wenqi Wei
Recent legal frameworks have mandated the right to be forgotten, obligating the removal of specific data upon user requests. Machine Unlearning has emerged as a promising solution…
cs.CR2025
Measuring the Robustness of Audio Deepfake Detection under Real-World Corruption
Xiang Li, Pin-Yu Chen, Wenqi Wei
Deepfakes have emerged as a widespread and rapidly escalating concern in generative AI, spanning images, audio, and videos. Among these, audio deepfakes are particularly alarming d…