UniSAFE: A Comprehensive Benchmark for Safety Evaluation of Unified Multimodal Models
arxiv
On the Identifiability of Steering Vectors in Large Language Models
arxiv
From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems
arxiv
The Geometry of Alignment Collapse: When Fine-Tuning Breaks Safety
arxiv
Overcoming Joint Intractability with Lossless Hierarchical Speculative Decoding
arxiv