6 docs tagged with "python"

Learn how Indirect Prompt Injection attacks turn your own data against your LLM, and how to secure RAG pipelines using static analysis.

A deep technical breakdown of the Python Pickle Virtual Machine (PVM), the __reduce__ magic method, and how ML models are weaponized for Remote Code Execution.

An architectural analysis of how Python-based ransomware targets Data Science environments, and how to detect malicious cryptographic file walkers via AST semantic analysis.

Architectural strategies for securing Jupyter environments. Deep dive into nbformat JSON schemas, Shannon entropy for secret detection, and isolating execution states.

A deep architectural dive into the vulnerabilities of RAG framework document loaders. Mitigating SSRF and parsing-layer RCE exploits in unstructured data pipelines.

A deep technical analysis of how PyYAML deserialization maps tags to Python object instantiation, leading to Remote Code Execution in MLOps configuration pipelines.