
·AI Security
Module 11 Lesson 2: Hacking ML Libraries
Vulnerabilities in the engine. Learn about common CVEs and security flaws in core machine learning frameworks like PyTorch, TensorFlow, and NumPy.
4 articles

Vulnerabilities in the engine. Learn about common CVEs and security flaws in core machine learning frameworks like PyTorch, TensorFlow, and NumPy.

The glue that breaks. Learn how framework orchestrators like LangChain and LlamaIndex introduce new security vulnerabilities through complex chaining and data handling.

Poking the glue. Learn how to identify and test for vulnerabilities unique to LangChain, LlamaIndex, and other AI orchestration frameworks.

Meet the new class of vulnerabilities. Explore unique AI threats recognized by OWASP and MITRE ATLAS, including Membership Inference and Model Extraction.