{"total":38,"rows":[{"id":"2402.08567","title":"Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast","created":"2024-02-13","cited_by_count":153,"area":"mllm"},{"id":"2406.04031","title":"Jailbreak Vision Language Models via Bi-Modal Adversarial Prompt","created":"2024-06-06","cited_by_count":109,"area":"mllm"},{"id":"2407.01599","title":"JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models","created":"2024-06-26","cited_by_count":70,"area":"mllm"},{"id":"2501.04931","title":"Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency","created":"2025-01-09","cited_by_count":51,"area":"mllm"},{"id":"2411.16721","title":"Steering Away from Harm: An Adaptive Approach to Defending Vision Language Model Against Jailbreaks","created":"2024-11-23","cited_by_count":48,"area":"mllm"},{"id":"2406.17806","title":"MOSSBench: Is Your Multimodal Language Model Oversensitive to Safe Queries?","created":"2024-06-22","cited_by_count":30,"area":"mllm"},{"id":"2410.00296","title":"VLMGuard: Bootstrapping Malicious Prompt Detectors from Unlabeled Vision-Language Prompts in the Wild","created":"2024-10-01","cited_by_count":18,"area":"mllm"},{"id":"2509.21029","title":"FORCE: Transferable Visual Jailbreaking Attacks via Feature Over-Reliance CorrEction","created":"2025-09-25","cited_by_count":11,"area":"mllm"},{"id":"2501.09446","title":"Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness","created":"2025-01-16","cited_by_count":10,"area":"mllm"},{"id":"2505.01050","title":"Transferable Adversarial Attacks on Black-Box Vision-Language Models","created":"2025-05-02","cited_by_count":10,"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":"2504.01444","title":"PiCo: Jailbreaking Multimodal Large Language Models via Pictorial Code Contextualization","created":"2025-04-02","cited_by_count":8,"area":"mllm"},{"id":"2411.07559","title":"Zer0-Jack: A Memory-efficient Gradient-based Jailbreaking Method for Black-box Multi-modal Large Language Models","created":"2024-11-12","cited_by_count":7,"area":"mllm"},{"id":"2506.16760","title":"Cross-Modal Obfuscation for Jailbreak Attacks on Large Vision-Language Models","created":"2025-06-20","cited_by_count":6,"area":"mllm"},{"id":"2509.00373","title":"Activation Steering Meets Preference Optimization: Defense Against Jailbreaks in Vision Language Models","created":"2025-08-30","cited_by_count":5,"area":"mllm"},{"id":"2410.01438","title":"The Great Contradiction Showdown: How Jailbreak and Stealth Wrestle in Vision-Language Models?","created":"2024-10-02","cited_by_count":4,"area":"mllm"},{"id":"2510.04257","title":"AgentTypo: Adaptive Typographic Prompt Injection Attacks against Black-box Multimodal Agents","created":"2025-10-05","cited_by_count":4,"area":"mllm"},{"id":"2602.01025","title":"Toward Universal and Transferable Jailbreak Attacks on Vision-Language Models","created":"2026-02-01","cited_by_count":4,"area":"mllm"},{"id":"2605.00583","title":"Jailbreaking Vision-Language Models Through the Visual Modality","created":"2026-05-01","cited_by_count":4,"area":"mllm"},{"id":"2512.02973","title":"Contextual Image Attack: How Visual Context Exposes Multimodal Safety Vulnerabilities","created":"2025-12-02","cited_by_count":3,"area":"mllm"},{"id":"2603.22882","title":"TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration","created":"2026-03-24","cited_by_count":3,"area":"mllm"},{"id":"2509.24171","title":"Model Correlation Detection via Random Selection Probing","created":"2025-09-29","cited_by_count":2,"area":"mllm"},{"id":"2510.15068","title":"Sequential Comics for Jailbreaking Multimodal Large Language Models via Structured Visual Storytelling","created":"2025-10-16","cited_by_count":2,"area":"mllm"},{"id":"2511.16229","title":"Q-MLLM: Vector Quantization for Robust Multimodal Large Language Model Security","created":"2025-11-20","cited_by_count":2,"area":"mllm"},{"id":"2503.11742","title":"Safe Vision-Language Models via Unsafe Weights Manipulation","created":"2025-03-14","cited_by_count":1,"area":"mllm"},{"id":"2505.17132","title":"Dynamic Token Reweighting for Robust Vision-Language Models","created":"2025-05-22","cited_by_count":1,"area":"mllm"},{"id":"2512.16921","title":"Differences That Matter: Auditing Models for Capability Gap Discovery and Rectification","created":"2025-12-18","cited_by_count":1,"area":"mllm"},{"id":"2602.00420","title":"Text is All You Need for Vision-Language Model Jailbreaking","created":"2026-01-31","cited_by_count":1,"area":"mllm"},{"id":"2606.12809","title":"MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs","created":"2026-06-11","cited_by_count":1,"area":"mllm"},{"id":"2607.11228","title":"DeepBias: Adaptive In-depth Probing of Social Biases in LVLMs","created":"2026-07-13","cited_by_count":1,"area":"mllm"},{"id":"2503.10661","title":"CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models","created":"2025-03-08","cited_by_count":0,"area":"mllm"},{"id":"2604.08846","title":"Dictionary-Aligned Concept Control for Safeguarding Multimodal LLMs","created":"2026-04-10","cited_by_count":0,"area":"mllm"},{"id":"2605.05709","title":"Conceal, Reconstruct, Jailbreak: Exploiting the Reconstruction-Concealment Tradeoff in MLLMs","created":"2026-05-07","cited_by_count":0,"area":"mllm"},{"id":"2605.14750","title":"EVA: Editing for Versatile Alignment against Jailbreaks","created":"2026-05-14","cited_by_count":0,"area":"mllm"},{"id":"2605.28609","title":"JECA^2: Judgment-Explanation Consistent Adversarial Attack against Forensic Vision-Language Models","created":"2026-05-27","cited_by_count":0,"area":"mllm"},{"id":"2607.02961","title":"Overloading Large Vision-Language Models for Jailbreaking","created":"2026-07-03","cited_by_count":0,"area":"mllm"},{"id":"2608.07535","title":"Evolving Safety Landscape of Multi-modal Large Language Models: A Survey of Emerging Threats and Safeguards","created":"2026-07-27","cited_by_count":0,"area":"mllm"},{"id":"2609.10613","title":"Understanding In-Context Multimodal Jailbreaks via Posterior Reweighting","created":"2026-09-08","cited_by_count":0,"area":"mllm"}],"next_cursor":null}