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

Jiaqing Li, Zhibo Zhang, Shide Zhou +3

Model merging has emerged as a powerful technique for combining specialized capabilities from multiple fine-tuned LLMs without additional training costs. However, the security impl…