most citedSocial Network De-anonymization: More Adversarial Knowledge, More Users Re-Identified?

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cs.CR2025

Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs

Shiyu Xiang, Ansen Zhang, Yanfei Cao +2

Although Aligned Large Language Models (LLMs) are trained to refuse harmful requests, they remain vulnerable to jailbreak attacks. Unfortunately, existing methods often focus on su…