Welcome to OWASP Top 10 Explorer
Select a vulnerability from the left to learn more
What is OWASP?
The Open Web Application Security Project (OWASP) is a nonprofit foundation that works to improve software security. The OWASP Top 10 is a standard awareness document representing the most critical security risks to web applications.
For AI/ML systems, these risks take on new dimensions:
- Model endpoints need protection from unauthorized access
- Training data contains sensitive information that can be exposed
- Feature inputs can be manipulated through injection attacks
- API keys for ML services are often hard-coded
How to Use This Explorer
Click on each vulnerability in the sidebar to learn:
- What the vulnerability is and how it works
- Specific examples for AI/ML systems
- Real-world breaches that resulted from this vulnerability
- How to protect your applications
- Code examples showing vulnerable vs. secure patterns
Quick Check
Which of the following is the #1 security risk in the OWASP Top 10?
Injection attacks
Broken Access Control
Cryptographic Failures
Security Misconfiguration