DennisLiu2022 / Membership-Inference-Attacks-by-Exploiting-Loss-TrajectoryView external linksLinks
☆25Nov 14, 2022Updated 3 years ago
Alternatives and similar repositories for Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory
Users that are interested in Membership-Inference-Attacks-by-Exploiting-Loss-Trajectory are comparing it to the libraries listed below
Sorting:
- ☆15Apr 4, 2024Updated last year
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆12Sep 6, 2023Updated 2 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Jul 12, 2022Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆68Sep 11, 2021Updated 4 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆133Apr 9, 2024Updated last year
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- ☆10Mar 20, 2023Updated 2 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆59May 12, 2019Updated 6 years ago
- ☆19Mar 6, 2023Updated 2 years ago
- ☆25Aug 18, 2023Updated 2 years ago
- ☆32Sep 2, 2024Updated last year
- ☆13Apr 12, 2022Updated 3 years ago
- ☆14May 8, 2024Updated last year
- ☆20Oct 28, 2025Updated 3 months ago
- PyTorch implementation of our ICLR 2023 paper titled "Is Adversarial Training Really a Silver Bullet for Mitigating Data Poisoning?".☆12Mar 13, 2023Updated 2 years ago
- [ICML 2023] Are Diffusion Models Vulnerable to Membership Inference Attacks?☆42Sep 4, 2024Updated last year
- [CCS-LAMPS'24] LLM IP Protection Against Model Merging☆16Oct 14, 2024Updated last year
- ☆371Jan 4, 2026Updated last month
- Code for the paper "Evading Black-box Classifiers Without Breaking Eggs" [SaTML 2024]☆21Apr 15, 2024Updated last year
- Official repo for An Efficient Membership Inference Attack for the Diffusion Model by Proximal Initialization☆16Mar 8, 2024Updated last year
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆199Nov 15, 2017Updated 8 years ago
- Code for the paper "Autoregressive Perturbations for Data Poisoning" (NeurIPS 2022)☆20Sep 9, 2024Updated last year
- This is an official repository for Practical Membership Inference Attacks Against Large-Scale Multi-Modal Models: A Pilot Study (ICCV2023…☆24Sep 29, 2023Updated 2 years ago
- https://icml.cc/virtual/2023/poster/24354☆10Aug 15, 2023Updated 2 years ago
- Knowledge distillation (KD) from a decision-based black-box (DB3) teacher without training data.☆22May 3, 2022Updated 3 years ago
- ☆19Feb 22, 2023Updated 2 years ago
- Code for ML Doctor☆92Aug 14, 2024Updated last year
- An unofficial pyotrch implementation of "ML-Leaks:Model and Data Independent Membership Inference Attacks and Defenses on ML Models"☆11Dec 23, 2023Updated 2 years ago
- SaTML 2023, 1st place in CVPR’21 Security AI Challenger: Unrestricted Adversarial Attacks on ImageNet.☆27Dec 29, 2022Updated 3 years ago
- ☆78May 28, 2022Updated 3 years ago
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks☆19Sep 18, 2025Updated 4 months ago
- ☆12Jan 28, 2023Updated 3 years ago
- ☆10Feb 3, 2025Updated last year
- This is the source code for MEA-Defender. Our paper is accepted by the IEEE Symposium on Security and Privacy (S&P) 2024.☆29Nov 19, 2023Updated 2 years ago
- ☆45Nov 10, 2019Updated 6 years ago
- Python package to create adversarial agents for membership inference attacks againts machine learning models☆46Feb 12, 2019Updated 7 years ago
- [EMNLP 2022] Distillation-Resistant Watermarking (DRW) for Model Protection in NLP☆13Aug 17, 2023Updated 2 years ago
- Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression☆14Mar 22, 2025Updated 10 months ago