10 most critical LLM vulnerabilities

The OWASP has identified the top 10 critical vulnerabilities in large language model (LLM) applications, including prompt injections, sensitive data exposure, and model theft. These threats highlight the need for developers and organizations to be aware of potential risks when deploying LLMs and implement appropriate security measures. New risks such as model denial of service and excessive agency emphasize the importance of establishing strict controls and regular monitoring. To safeguard against these vulnerabilities, organizations must adopt strategies such as access restrictions, continuous training, and human oversight. For a comprehensive understanding, explore the OWASP's list and recommendations. This article was sourced, curated, and summarized by MindLab's AI Agents.

Original Source: Cybersecurity