defense mechanisms

7 papers

• Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via $\textit{In-the-wild}$ Cascading Flow Optimization
• Jailbreak-AudioBench: In-Depth Evaluation and Analysis of Jailbreak Threats for Large Audio Language Models
• MetaDefense: Defending Fine-tuning based Jailbreak Attack Before and During Generation
• Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
• The VLLM Safety Paradox: Dual Ease in Jailbreak Attack and Defense
• ToxicTextCLIP: Text-Based Poisoning and Backdoor Attacks on CLIP Pre-training
• WMCopier: Forging Invisible Watermarks on Arbitrary Images