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The Open Worldwide Application Security Project (OWASP) has published the top 10 most critical vulnerabilities often seen in large language model (LLM) applications, highlighting their potential impact, ease of exploitation, and prevalence. Examples of vulnerabilities include prompt injections, data leakage, inadequate sandboxing, and unauthorized code execution.
The list aims to educate developers, designers, architects, managers, and organizations about the potential security risks when deploying and managing LLMs, raising awareness of vulnerabilities, suggesting remediation strategies, and improving the security posture of LLM applications, OWASP said.