Differential Privacy
A mathematical technique that protects individual information by introducing statistical noise to database queries, blocking identification attempts while maintaining analytical value.
Core Concepts
This section of the documentation provides a comprehensive overview of several fundamental concepts that are essential to understanding and effectively using AGENT.
Privacy Budget
An organizational framework that allocates and tracks epsilon (ε) and delta (δ) values to measure and limit information disclosure among research teams during dataset exploration.
Private Python
A secure coding platform that implements functional programming principles, curated libraries, and strict typing to guarantee privacy-preserving computational workflows.