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OWASP Compliance for Generative AI & Agents

Okareo OWASP Compliance Respository​

Ensuring the security of your generative AI and agentic applications is critical. Okareo supports rigorous testing, evaluation, and monitoring to align your applications with industry security standards such as those provided by the Open Worldwide Application Security Project (OWASP).

We maintain an open-source OWASP compliance repository demonstrating how to map Okareo's capabilities to OWASP standards. By utilizing the compliance repo, you can continuously test your applications against these OWASP guidelines:

  • Red Teaming & Simulation: Automatically run simulations with adversarial prompts to test for injection vulnerabilities and sensitive data leaks.
  • Continuous Monitoring: Monitor live agent behavior to detect excessive agency, unauthorized tool usage, or goal drift in real-time.
  • Custom Security Checks: Define custom metrics to evaluate compliance with specific security policies and track improvements over time.
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You can start testing your agent's OWASP compliance in 2 minutes or less with the OWASP Compliance Quick Start.

OWASP Top 10 for LLMs and Agents​

In 2025, OWASP The OWASP Top 10 for LLM Applications highlights the most critical security vulnerabilities found in applications utilizing Large Language Models, including Prompt Injections, Excessive Agency, Sensitive Information Disclosure, and more.

In 2026, released new security guidelines for autonomous agents capable of complex decision-making and action execution in the OWASP Top 10 for Agentic Applications for 2026. This suite includes key focus areas such as Agent Goal Hijacking, Tool Misuse Exploitation, Identity Privilege Abuse, and more.

Okareo’s Agentic Simulations and Real-Time Monitoring provide the visibility needed to track agent behavior, validate tool usage, and ensure compliance with these emerging agentic security standards.