> ## 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.

# Input Restoration

> Nullify or reverse potential adversarial perturbations.

export const what_0 = "Input restoration adds an extra layer of unknowns and randomness when an attacker evaluates the input and output relationship of the model."

export const how_0 = "This technique reduces the effectiveness of an attacker by preventing or reversing adversarial perturbations."

export const implement_0 = "Pre-processing all inference data."

Input restoration adds an extra layer of unknowns and randomness when an adversary evaluates the input and output relationship of the model. This technique reduces the effectiveness of an attacker by preventing or reversing adversarial perturbations.

## Explanation

{what_0} 

## How it works

{how_0} 

## How to implement

{implement_0}