Existing Literature about Machine Unlearning
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Aug 29, 2025
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data-removal
Here are 20 public repositories matching this topic...
Awesome Machine Unlearning (A Survey of Machine Unlearning)
data-privacy gdpr right-to-be-forgotten machine-unlearning continual-learning forgetting data-deletion unlearning membership-inference data-removal model-certification federated-unlearning recommendation-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning
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Jul 6, 2026 - Jupyter Notebook
[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
generative-model data-privacy diffusion machine-unlearning forgetting diffusion-models data-deletion membership-inference-attack unlearning membership-inference data-removal
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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
data-privacy machine-unlearning forgetting data-deletion membership-inference-attack unlearning membership-inference data-removal
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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
evaluation data-privacy evaluation-framework machine-unlearning forgetting data-deletion unlearning data-removal
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May 27, 2025 - Python
Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"
privacy deep-learning matlab pytorch neural-networks gdpr machine-unlearning rtbf data-deletion data-removal deep-unlearning machine-forgetting
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Jul 9, 2022 - Python
Machine Unlearning for Random Forests
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Jun 17, 2024 - Python
A documentation for evil things Discord.
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Dec 4, 2024
Ghostbyte — Your personal data/information removal tracker. Nuke your info from data brokers, people search sites & privacy leeches with a GUI interface.
data privacy personal-data opsec optout privacy-protection privacy-tools deleteme privacy-focused data-removal opsec-toolkit data-removal-service
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Apr 12, 2026 - Python
🔍 Scan 200 data brokers in 10 seconds. Free, open-source alternative to DeleteMe, Optery, Incogni. Local-first, audit-signed, MIT-licensed.
nodejs cli open-source privacy self-hosted personal-data spokeo gdpr privacy-tools opt-out local-first whitepages ccpa data-broker data-removal privacy-scanner deleteme-alternative optery-alternative incogni-alternative beenverified
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Apr 28, 2026 - JavaScript
Bypass AI customer service bots, reach human agents, exercise GDPR/CCPA consumer rights worldwide
automation privacy ai chatbot customer-support awesome-list customer-service gdpr data-protection sensitive-data escalation consumer-rights ccpa git-filter-repo consumer-protection data-removal bot-bypass eu-ai-act human-agent right-to-erasure
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Jul 11, 2026
The Privacy Policies for our Service(s).
support data discord discord-bot info privacy-policy user-data server-data do-not-track guild-data user-rights pollo-game-boat data-collections data-removal pollo-boat
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Aug 6, 2023
A continuously-updated catalog of machine unlearning papers with live citation counts.
machine-learning privacy awesome-list papers data-privacy gdpr machine-unlearning forgetting data-deletion unlearning membership-inference data-removal llm federated-unlearning few-shot-unlearning unlearning-verification feature-injection deep-unlearning llm-unlearning right-to-be-forgetten
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May 11, 2026
This application allows you to analyze and remove metadata from files locally to ensure privacy and GDPR compliance.
windows open-source metadata pdf gui privacy office python3 exif desktop-application tkinter compliance file-management document-management data-cleaning gdpr data-protection data-removal bylickilabs dsbsgvo
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Jul 30, 2025 - Python
Find every company quietly holding your personal data and opt out of all of them, by hand, by script, or by agent.
python automation privacy osint mcp web-scraping asyncio personal-data data-privacy gdpr privacy-tools anti-tracking opt-out ccpa surveillance-capitalism playwright data-removal browseruse data-brokers
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Jun 25, 2026 - Python
strip all metadata from your images before you share them
react metadata privacy typescript offline-first nextjs image-processing exif client-side privacy-tools browser-based tailwi webcode data-removal shadcn-ui
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Feb 10, 2026 - TypeScript
Open dataset of 499 U.S. data brokers and their opt-out links. CC BY 4.0. Maintained by PersProtect.
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Jun 25, 2026
This Python script is designed to help users exercise their GDPR rights by sending personalized emails to data brokers requesting the erasure of personal data.
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Jun 11, 2025 - Python
Local, subscription-free data-broker removal tracker. Generates legal opt-out requests, tracks status per broker, and auto-classifies IMAP replies — all on your machine, no PII leaves it.
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Jul 10, 2026 - Python
Personal data-removal toolkit — SSO-verified own-data only, free breach checks, 225-broker opt-out letters (DPDP/GDPR/CCPA), removal tracker, AI-scraper blocker. FastAPI.
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Jun 27, 2026 - Python
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