Methods for removing learned data from neural nets and evaluation of those methods
☆38Nov 26, 2020Updated 5 years ago
Alternatives and similar repositories for AmnesiacML
Users that are interested in AmnesiacML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Sep 8, 2021Updated 5 years ago
- ☆205Sep 22, 2023Updated 3 years ago
- ☆39Nov 24, 2021Updated 4 years ago
- Existing Literature about Machine Unlearning☆966Aug 29, 2025Updated last year
- Repo on unlearning in FL. FYP22002@HKUCS.☆15Apr 22, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆59Aug 17, 2024Updated 2 years ago
- ☆13Jul 20, 2023Updated 3 years ago
- Awesome Machine Unlearning (A Survey of Machine Unlearning)☆972Aug 13, 2026Updated last month
- ☆11Apr 3, 2024Updated 2 years ago
- ☆63Updated this week
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systems☆67May 21, 2025Updated last year
- The official implementation of USENIX Security'23 paper "Meta-Sift" -- Ten minutes or less to find a 1000-size or larger clean subset on …☆20Apr 27, 2023Updated 3 years ago
- Implementation of Adversarial Privacy Graph Embedding in TensorFlow☆21Jun 12, 2020Updated 6 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆23Oct 8, 2024Updated 2 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- This repository contains the source code for "Membership Inference Attacks as Privacy Tools: Reliability, Disparity and Ensemble", In Pro…☆11Jan 2, 2026Updated 9 months ago
- Code for "On the Trade-off between Adversarial and Backdoor Robustness" (NIPS 2020)☆17Nov 11, 2020Updated 5 years ago
- Code for CVPR22 paper "Deep Unlearning via Randomized Conditionally Independent Hessians"☆25Jul 9, 2022Updated 4 years ago
- Code and data for the ACM CIKM 2022 paper "Rank List Sensitivity of Recommender Systems to Interaction Perturbations"☆10Aug 16, 2022Updated 4 years ago
- Code repository for the paper --- [USENIX Security 2023] Towards A Proactive ML Approach for Detecting Backdoor Poison Samples☆31Jul 11, 2023Updated 3 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 4 years ago
- Camouflage poisoning via machine unlearning☆19Jul 3, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- verifying machine unlearning by backdooring☆21Mar 25, 2023Updated 3 years ago
- ☆17Jun 17, 2025Updated last year
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 4 years ago
- Code for "Label-Consistent Backdoor Attacks"☆59Nov 22, 2020Updated 5 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆15Jun 19, 2020Updated 6 years ago
- Research prototype of deletion efficient k-means algorithms☆24Dec 19, 2019Updated 6 years ago
- Public BanditFuzz Repo☆12Jan 12, 2021Updated 5 years ago
- ☆10Dec 30, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13Feb 16, 2024Updated 2 years ago
- ☆21Oct 25, 2021Updated 4 years ago
- ☆13Sep 26, 2024Updated 2 years ago
- A model-based API Fuzzer for SMT Solvers.☆16Sep 12, 2026Updated 3 weeks 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
- ☆27Dec 15, 2022Updated 3 years ago
- TACL 2025: Investigating Adversarial Trigger Transfer in Large Language Models☆20Aug 17, 2025Updated last year