When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion

When Safe Models Merge into Danger: Exploiting Latent Vulnerabilities in LLM Fusion explores A framework for embedding latent malicious components into LLMs that only manifest when models are merged, compromising safety without detection in individual models.. Commercial viability score: 7/10 in LLM Security.