Overview
Severity: MEDIUM | Affected: OWASP | Category: tool
The Open Web Application Security Project (OWASP) has launched 'Guardian,' a new open-source framework aimed at helping organizations secure their entire AI/ML development lifecycle. Guardian provides a comprehensive set of tools, libraries, and best-practice guidelines to address vulnerabilities from data ingestion to model deployment. Key features include modules for scanning training data for poisoning and bias, tools to detect and mitigate adversarial attacks, and a policy-as-code engine for enforcing security controls within CI/CD pipelines. It integrates directly with popular MLOps platforms like MLflow and Kubeflow, enabling DevSecOps teams to embed security checks seamlessly. The project is a direct response to the growing need for standardized AI security practices and directly addresses risks outlined in the OWASP Top 10 for LLMs, aiming to make secure AI development the industry default.