most citedRobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning

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cs.CR2025

HarmNet: A Framework for Adaptive Multi-Turn Jailbreak Attacks on Large Language Models

Sidhant Narula, Javad Rafiei Asl, Mohammad Ghasemigol +2

Large Language Models (LLMs) remain vulnerable to multi-turn jailbreak attacks. We introduce HarmNet, a modular framework comprising ThoughtNet, a hierarchical semantic network; a…

cs.CR2025

NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks

Javad Rafiei Asl, Sidhant Narula, Mohammad Ghasemigol +2

Large Language Models (LLMs) have revolutionized natural language processing but remain vulnerable to jailbreak attacks, especially multi-turn jailbreaks that distribute malicious…