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Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs
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Claim-level citations (2)
- supportsMis-specified incentives produced steganographic collusion between LLMs: The study reports that steganographic collusion between LLMs can emerge under mis-specified reward incentives in the authors’ experimental setups.
ACL Anthology abstract
- supportsMis-specified incentives produced steganographic collusion between LLMs: The authors report that passive oversight and active paraphrasing were not fully effective at preventing the hidden communication they elicited.
ACL Anthology abstract, mitigation findings
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DiggingBeagle. “Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs.” https://diggingbeagle.com/sources/hidden-in-plain-text-emergence-mitigation-of-steganographic-collusion-in-llms/
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