data-deletion 开源项目推荐（51 个）

tamlhp /awesome-machine-unlearning

Awesome Machine Unlearning (A Survey of Machine Unlearning)

jjbrophy47 /machine_unlearning

关于机器学习去学习的现有文献

OPTML-Group /Unlearn-Saliency

[ICLR24（聚焦）]《SalUn：通过基于梯度的权重显著性在图像分类与生成中赋能机器学习》，作者：Chongyu Fan*、Jiancheng Liu*、Zhang Yihua、Eric Wong、Dennis Wei、Sijia Liu

OPTML-Group /Unlearn-Sparse

[NeurIPS23（聚焦）]《模型稀疏可以简化机器学习去学习》 作者：贾景汉*、刘建成*、帕里克希特·拉姆、姚玉光、刘高文、刘杨、普拉奈·夏尔马、刘思嘉

OPTML-Group /Unlearn-WorstCase

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

vsingh-group /LCODEC-deep-unlearning

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

G26karthik /ghost-data-still-exists

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.

les-enovateurs /unlock-my-data

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

Alig1493 /redact-reddit

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

iamrealguexoxo /DeadMan

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

Das-rebel /finwipe

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

dsk-dev-ai /erasureproof

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

Poojan6216 /tombstone

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.

crayon-go /machine-unlearning-papers

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

khaledsabae /fb-cleaner

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

Hamna-Munir /Ghost-Data-Auditor

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.

plantrungnampl /ForgetOps

Privacy-preserving data deletion and export orchestration for modern SaaS

Hughhhhcoder /MemoryProof

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

lucvalsal /pokemon-database

该项目在 GitHub 上没有填写描述

KaulikMakwana /ghostmode

👻 Scan, review, and bulk-delete your digital footprint on Google (My Activity) and Instagram — a CDP-driven CLI that erases what you've left behind, honestly.