Coverage tagged "Jailbreak".
arXiv:2610.36258v1 Announce Type: new Abstract: Multi-turn jailbreaks turn dialogue safety into a trace property: a violation may become identifiable only when user intent and assistant behavior are…
arXiv:2610.36711v1 Announce Type: new Abstract: Reliable evaluation is a critical bottleneck in privacy red-teaming of large language models (LLMs): determining whether a jailbreak response actually…
arXiv:2610.31713v1 Announce Type: new Abstract: Advances in Omni-modal Large Language Models (OLLMs) have enabled increasingly seamless human-AI interaction, but their unified processing of…
arXiv:2610.30348v1 Announce Type: new Abstract: Post-generation safety checkers are widely employed in diffusion-model pipelines to prevent unsafe generated content from reaching users. In this…
arXiv:2610.28810v1 Announce Type: new Abstract: The widespread adoption of generative artificial intelligence in recent years has brought a parallel rise in prompt injection and jailbreak attacks. By…
arXiv:2610.24872v1 Announce Type: new Abstract: Jailbreak papers report an attack success rate, the share of responses that deliver the harmful request, and read it as a property of the target model…
arXiv:2610.24896v1 Announce Type: new Abstract: LLM code agents increasingly ship code with little oversight, yet defenders trained on static vulnerability datasets fall behind adapting adversaries.
arXiv:2610.23030v1 Announce Type: new Abstract: Despite extensive safety alignment, large language models remain vulnerable to jailbreak attacks. Existing optimization-based attacks share a single…
arXiv:2610.19971v1 Announce Type: new Abstract: Automated jailbreak attacks rely on evaluation feedback to optimize adversarial prompts, but existing methods often lack fine-grained diagnostic…
38 GenAI security resources from September 2026: GLM-5.3 safeguards stripped by abliteration, a jailbreak that persists in Kimi's memory, and an SGLang RCE.
arXiv:2610.10625v1 Announce Type: new Abstract: Looped Language Models (LoopLMs) provide a parameter efficient approach to scaling model capabilities through repeated use of shared parameters across…
arXiv:2610.10742v1 Announce Type: new Abstract: AI systems increasingly rely on Large Language Models (LLMs) as core reasoning engines, making them targets for prompt injection and jailbreaks…
arXiv:2610.09703v1 Announce Type: new Abstract: Token-Pruning accelerates Vision-Language Models by removing redundant visual tokens, yet its safety implications remain underexplored.
Industry News, Cybercrime Criminal AI, powered by OpenRouter Three criminal AI storefronts, one legitimate backend. October 5, 2026 ThreatDown Writer Kriminal, DadGPT, and WormGPT are three of the…
arXiv:2610.07009v1 Announce Type: new Abstract: Image-to-text jailbreaks place harmful intent in text, image content, or the relationship between them. We examine image-side factors across four…
arXiv:2610.07125v1 Announce Type: new Abstract: While open-weight models have enjoyed steady progress in capabilities and wide adoption across multiple domains, their safety remains an important…
arXiv:2610.07532v1 Announce Type: new Abstract: LLMs have advanced rapidly, raising growing concerns about their safety. Recent work has proposed approaches to detect and defend against attacks…
Webroot Mobile Security combines device security checks, Safari protection, text scam filtering, and data breach monitoring. It is available for iPhone, iPad, and Android devices. The app requires an…
arXiv:2610.03857v1 Announce Type: new Abstract: Advances in large language models (LLMs) have enabled AI-driven code generation from natural language specifications, introducing new attack surfaces…
arXiv:2610.02302v1 Announce Type: new Abstract: Recent work has shown that large language models (LLMs) can be vulnerable to jailbreak attacks in which harmful intent is obscured through composition…
