TLDR: Cisco's analysis of open-weight AI models shows high vulnerability to multi-turn attacks, with success rates significantly higher than single-turn, risking data integrity and security. Evaluations of major models reveal gaps related to alignment strategies, emphasizing the need for stronger safety protocols and the adoption of proactive security measures in AI deployments.
https://blogs.cisco.com/ai/open-model-vulnerability-analysis