Code related to the paper "Machine Unlearning of Features and Labels"
☆71Feb 13, 2024Updated 2 years ago
Alternatives and similar repositories for MachineUnlearning
Users that are interested in MachineUnlearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- code release for "Unrolling SGD: Understanding Factors Influencing Machine Unlearning" published at EuroS&P'22☆25Mar 13, 2022Updated 4 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 years ago
- Certified Removal from Machine Learning Models☆69Aug 23, 2021Updated 4 years ago
- Existing Literature about Machine Unlearning☆958Aug 29, 2025Updated 7 months ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆941Updated this week
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Machine Unlearning for Random Forests☆22Jun 17, 2024Updated last year
- Official implementation of "When Machine Unlearning Jeopardizes Privacy" (ACM CCS 2021)☆50May 20, 2022Updated 3 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 3 years ago
- ☆200Sep 22, 2023Updated 2 years ago
- ☆38Nov 24, 2021Updated 4 years ago
- Methods for removing learned data from neural nets and evaluation of those methods☆38Nov 26, 2020Updated 5 years ago
- ☆53Aug 17, 2024Updated last year
- Official repo of the paper Zero-Shot Machine Unlearning accepted in IEEE Transactions on Information Forensics and Security☆51May 19, 2023Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆67Sep 11, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Camouflage poisoning via machine unlearning☆19Jul 3, 2025Updated 9 months ago
- The code for our Updates-Leak paper☆17Jul 23, 2020Updated 5 years ago
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆66May 21, 2025Updated 10 months ago
- ☆31Oct 7, 2021Updated 4 years ago
- Official repo of the paper Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI …☆41Oct 11, 2023Updated 2 years ago
- Official PyTorch Implementation for Continual Learning and Private Unlearning☆18Jul 19, 2022Updated 3 years ago
- ☆22Mar 20, 2023Updated 3 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 3 years ago
- Code for "Label-Consistent Backdoor Attacks"☆57Nov 22, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Aug 8, 2023Updated 2 years ago
- [ICLR24 (Spotlight)] "SalUn: Empowering Machine Unlearning via Gradient-based Weight Saliency in Both Image Classification and Generation…☆145Feb 28, 2026Updated last month
- ☆46Nov 10, 2019Updated 6 years ago
- GTAR l2l generator unlearning project☆17May 6, 2024Updated last year
- ☆16Sep 8, 2021Updated 4 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 6 years ago
- LLM Unlearning☆184Oct 20, 2023Updated 2 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆25Nov 14, 2022Updated 3 years ago
- CIKM 2021 Full Paper: FedMatch: Federated Learning Over Heterogeneous Question Answering Data☆12Dec 14, 2021Updated 4 years ago
- ☆32Sep 2, 2024Updated last year
- ☆29May 8, 2023Updated 2 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆19Apr 27, 2022Updated 3 years ago
- [ECCV24] "Challenging Forgets: Unveiling the Worst-Case Forget Sets in Machine Unlearning" by Chongyu Fan*, Jiancheng Liu*, Alfred Hero, …☆25May 27, 2025Updated 10 months ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago