> ## Documentation Index
> Fetch the complete documentation index at: https://docs.mindgard.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Differential Privacy

> Ensure privacy of individuals within datasets.

export const what_0 = "Differential Privacy ensures that model outputs do not reveal any additional information about an individual record included in the training data."

export const how_0 = "Prevents attacker from acquiring individual data."

export const implement_0 = "Differential privacy techniques."

A mathematical framework for ensuring the privacy of individuals within datasets. Differential Privacy ensures that model outputs do not reveal any additional information about an individual record included in the training data.

## Explanation

{what_0} 

## How it works

{how_0} 

## How to implement

{implement_0}