OpenAI API Key Leaks: FinOps Risks and Mathematical Detection
An architectural breakdown of the FinOps risks associated with OpenAI API key leakage, and how to utilize Shannon Entropy to detect keys in Git history and Jupyter outputs.
4 docs tagged with "security"
View all tagsSecuring Jupyter Notebooks: Mitigating 'Ghost Data' and Secret Leakage
Architectural strategies for securing Jupyter environments. Deep dive into nbformat JSON schemas, Shannon entropy for secret detection, and isolating execution states.
SSH Private Key Exposure: Lateral Movement via ML Datasets
An architectural analysis of accidental SSH private key (`id_rsa`) exposure within Machine Learning datasets and Docker contexts, and deterministic header detection.
The 'Ignore Previous Instructions' Vulnerability: Fundamental LLM Architecture Flaws
A deep architectural analysis of why Large Language Models (including GPT-4) remain fundamentally vulnerable to 'Ignore Previous Instructions' injections due to Instruction Tuning.