LLMSecConfig is an innovative framework that leverages Large Language Models to automatically fix security vulnerabilities in container orchestration configurations.

• Addresses a critical gap between vulnerability detection and automated remediation
• Utilizes specialized prompting techniques to improve repair accuracy and quality
• Shows promising results in fixing real-world container security misconfigurations
• Provides a practical solution to enhance container security posture with minimal human intervention

Why it matters: Container security vulnerabilities are widespread but fixing them manually is time-consuming and error-prone. This approach could significantly reduce security risks in containerized environments while reducing operational overhead.

LLMSecConfig: An LLM-Based Approach for Fixing Software Container Misconfigurations