Incremental Completion Decomposition (ICD) jailbreaks LLMs via sequences of single-word continuations before full harmful responses, outperforming existing methods on AdvBench, JailbreakBench, and StrongREJECT with supporting mechanistic analysis.
Public Vulnerability Databases: NVD (National Vulnerability Database), Exploit-DB
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One Word at a Time: Incremental Completion Decomposition Breaks LLM Safety
Incremental Completion Decomposition (ICD) jailbreaks LLMs via sequences of single-word continuations before full harmful responses, outperforming existing methods on AdvBench, JailbreakBench, and StrongREJECT with supporting mechanistic analysis.