#MLSecOps
"Safe2Harm: Semantic Isomorphism Attacks for Jailbreaking Large Language Models", Dec. 2025.
// Most existing jailbreak methods revolve around Prompt Engineering or adversarial optimization, yet we identify a previously overlooked phenomenon: many harmful scenarios are highly consistent with legitimate ones in terms of underlying principles. Based on this finding, this paper proposes the Safe2Harm Semantic Isomorphism Attack method
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