Show HN: ASL V6 – Open-source AST red-teaming engine for Python AI agents (github.com)

Siva Aditya Panuganti has unveiled ASL V6, an open-source vulnerability assessment and red-teaming engine specifically designed for Python AI agents. This innovative tool combines Abstract Syntax Tree (AST) code analysis with live runtime testing in Docker containers to accurately identify security flaws, significantly reducing false alerts. It evaluates code against the OWASP Top 10 vulnerabilities related to large language models (LLMs) and AI agents, addressing issues like prompt injection and unsafe code execution. By filtering 98% of false positives, ASL V6 solidifies its role as an essential resource in the AI/ML development landscape. The significance of ASL V6 lies not only in its robust capabilities but also in its commitment to local execution and user privacy, as all operations are performed on the user's machine without sending data over the internet. Additional features include an optional remediation patch generation for improved security practices and support for integration with developer APIs for enhanced functionality. Developers can leverage this tool to strengthen their AI systems in compliance with EU regulations, ultimately fostering safer AI deployments amid growing concerns over security vulnerabilities in Python-based AI applications.