🚀 Exciting news for AI practitioners! OWASP has released the AI Testing Guide (AITG), a vital resource for anyone involved in the development and deployment of AI systems.
This comprehensive guide covers crucial aspects of AI testing that every tech enthusiast should know:
- Prompt Injection & Adversarial Attacks: Understand vulnerabilities and safeguard your models.
- Privacy Leaks: Discover strategies to prevent sensitive data exposure from model outputs.
- Fairness & Bias: Learn how to test for and eliminate bias, ensuring your models are equitable.
- Data Drift: Gain insights into maintaining real-world robustness of your models.
- Model Reproducibility: Ensure your AI models are consistent and reliable over time.
The AITG provides a practical framework for testing models in production, perfect for teams focusing on LLMs and recommendation systems.
💡 Dive into this guide and elevate your AI testing strategies! Share your thoughts and let’s enrich the conversation. #AI #OWASP #TechInnovation