3 papers
cs.AI2026
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
Can Jin, Rui Wu, Tong Che +10
Ensuring that Large Language Models (LLMs) adhere to safety principles without refusing benign requests remains a significant challenge. While OpenAI introduces deliberative alignm…
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…