Movatterモバイル変換


[0]ホーム

URL:


Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

A curated list of algorithms and papers for auditing black-box algorithms.

License

NotificationsYou must be signed in to change notification settings

erwanlemerrer/awesome-audit-algorithms

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

A curated list of algorithms for auditing black-box algorithms.Nowadays, many algorithms (recommendation, scoring, classification) are operated at third party providers, without users or institutions having any insights on how they operate on their data. Audit algorithms in this list thus apply to this setup, coined the "black-box" setup, where one auditor wants to get some insight on these remote algorithms.

banner

A user queries a remote algorithm (eg, through available APIs), to infer information about that algorithm.

Contents

Papers

2025

2024

2023

2022

2021

2020

2019

2018

2017

2016

2015

2014

2013

2012

2008

2005

  • Adversarial Learning - (KDD)Reverse engineering of remote linear classifiers, using membership queries.

Related Events

2025

2024

2023

About

A curated list of algorithms and papers for auditing black-box algorithms.

Topics

Resources

License

Code of conduct

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Contributors7


[8]ページ先頭

©2009-2025 Movatter.jp