Awesome Machine Unlearning (A Survey of Machine Unlearning)

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• Updated Aug 13, 2026
• Jupyter Notebook

Existing Literature about Machine Unlearning

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• Updated Aug 29, 2025

[ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation" by Chongyu Fan*, Jiancheng Liu*, Yihua Zhang, Eric Wong, Dennis Wei, Sijia Liu

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• Updated Feb 28, 2026
• Python

[NeurIPS23 (Spotlight)] "Model Sparsity Can Simplify Machine Unlearning" by Jinghan Jia*, Jiancheng Liu*, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu

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• Updated Jun 28, 2026
• Python

[ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, Sijia Liu

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• Updated May 27, 2025
• Python

Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"

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• Updated Jul 9, 2022
• Python

An audit agent that proves whether a person's data is really gone: resolves identity across systems, judges state at the audit cutoff, finds surviving PII and restore paths, and plans the fix. First place out of 4,650 at HackerRank Orchestrate 2026.

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• Updated Oct 30, 2026
• Python

Unlock My Data is a user-friendly web platform that helps individuals regain control of their personal data under EU's GDPR.

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• Updated Nov 12, 2026
• TypeScript

Bulk-delete your own Reddit chat messages and comments. Dry-run by default, deletes only what you authored.

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• Updated Jun 25, 2026
• Python

Windows Dead Man Switch - Automatisches Datenvernichtungssystem mit GUI | Automatic data destruction after X days without login

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• Updated Nov 20, 2025
• PowerShell

DIY financial data deletion tool for India. DPDP Act 2023 + RBI DLG compliant. Send deletion requests to 30+ NBFCs, fintechs, and banks.

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• Updated Sep 11, 2026
• Go

Open-source proof-of-erasure platform: find every copy of personal data, remediate safely, verify the result, and issue signed attestations.

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• Updated Oct 31, 2026
• Python

Bulk-delete your own Facebook posts, photos, comments and reactions — and keep your friends. Chrome extension, resumes across reloads, bilingual EN/AR.

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• Updated Aug 15, 2026
• JavaScript

Track where a data subject's data actually went across a RAG/LLM stack, erase it everywhere, and get a receipt that says what was verified and what was not.

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• Updated Sep 14, 2026
• Python

A continuously-updated catalog of machine unlearning papers with live citation counts.

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• Updated May 11, 2026

Privacy-preserving data deletion and export orchestration for modern SaaS

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• Updated Nov 3, 2026
• TypeScript

Test what your AI remembers. Prove what it forgot. Deterministic erasure and memory assurance tests for AI agents.

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• Updated Aug 21, 2026
• Rust

AI-assisted deletion audit agent for the HackerRank Orchestrate "Ghost Data Still Exists" challenge. Resolves user identities, scans evidence (SQL, JSON, logs, PDF, images), applies deletion policy rules and outputs ordered remediation/verification steps. Streamlit UI + CLI, optional Groq LLM/VLM.

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• Updated Oct 27, 2026
• Python

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• Updated Jul 25, 2024
• TSQL

AI agent that audits whether deleted personal data is really gone across databases, replicas, logs, backups and sync jobs. Deterministic Python engine with a small vision LLM layer. Ranked 898 of 4,094.

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• Updated Oct 30, 2026
• Python