{"total":14,"rows":[{"id":"2502.14881","title":"A Survey of Safety on Large Vision-Language Models: Attacks, Defenses and Evaluations","created":"2025-02-14","cited_by_count":67,"area":"mllm"},{"id":"2410.09047","title":"Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models","created":"2024-10-11","cited_by_count":23,"area":"mllm"},{"id":"2505.19610","title":"JailBound: Jailbreaking Internal Safety Boundaries of Vision-Language Models","created":"2025-05-26","cited_by_count":10,"area":"mllm"},{"id":"2506.09353","title":"DAVSP: Safety Alignment for Large Vision-Language Models via Deep Aligned Visual Safety Prompt","created":"2025-06-11","cited_by_count":8,"area":"mllm"},{"id":"2411.04291","title":"Layer-wise Alignment: Examining Safety Alignment Across Image Encoder Layers in Vision Language Models","created":"2024-11-06","cited_by_count":4,"area":"mllm"},{"id":"2504.03735","title":"Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots","created":"2025-04-01","cited_by_count":4,"area":"mllm"},{"id":"2602.07013","title":"Steering to Say No: Configurable Refusal via Activation Steering in Vision Language Models","created":"2026-01-31","cited_by_count":3,"area":"mllm"},{"id":"2508.10955","title":"Empowering Multimodal LLMs with External Tools: A Comprehensive Survey","created":"2025-08-14","cited_by_count":2,"area":"mllm"},{"id":"2506.09067","title":"Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations","created":"2025-06-08","cited_by_count":1,"area":"mllm"},{"id":"2509.25896","title":"LLaVAShield: Safeguarding Multimodal Multi-Turn Dialogues in Vision-Language Models","created":"2025-09-30","cited_by_count":1,"area":"mllm"},{"id":"2601.23041","title":"One-shot Optimized Steering Vector for Hallucination Mitigation for VLMs","created":"2026-01-30","cited_by_count":1,"area":"mllm"},{"id":"2509.25525","title":"Defeating Cerberus: Concept-Guided Privacy-Leakage Mitigation in Multimodal Language Models","created":"2025-09-29","cited_by_count":0,"area":"mllm"},{"id":"2609.03544","title":"SafeRI: Recognition and Intervention for Token-Level Safety Intervention in Large Vision Language Models","created":"2026-09-03","cited_by_count":0,"area":"mllm"},{"id":"2609.37837","title":"Can Vision-Language Models Stay Helpful When Facing Implicit Risks? Intent-Privilege OPSD for Efficient Safety-Helpfulness Alignment","created":"2026-09-29","cited_by_count":0,"area":"mllm"}],"next_cursor":null}