Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)
☆14Nov 8, 2024Updated last year
Alternatives and similar repositories for mia_attacks
Users that are interested in mia_attacks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Apr 4, 2024Updated 2 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- An unofficial pyotrch implementation of "ML-Leaks:Model and Data Independent Membership Inference Attacks and Defenses on ML Models"☆12Dec 23, 2023Updated 2 years ago
- [ICML'24] Mitigating Privacy Risk in Membership Inference by Convex-Concave Loss☆10Jun 3, 2024Updated 2 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PrivacyGuard platform for Privacy Attacks and Analysis. Perform privacy analyses of ML models using Inference Attacks and Extraction Atta…☆35Aug 18, 2026Updated 2 months ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"☆19May 28, 2020Updated 6 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆17Dec 1, 2021Updated 4 years ago
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆35Aug 29, 2022Updated 4 years ago
- Likelihood Ratio Attack (LiRA) in PyTorch☆16Mar 3, 2025Updated last year
- Reproducibility of experiments on UCI datasets for Dropout Injection☆10Apr 17, 2023Updated 3 years ago
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Aug 18, 2022Updated 4 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
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Security evaluation module with onnx, pytorch, and SecML.☆13Apr 9, 2022Updated 4 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆133Apr 9, 2024Updated 2 years ago
- ☆32Sep 2, 2024Updated 2 years ago
- 运用QT框架写C/S架构的银行管理系统,编程语言C++☆13Oct 25, 2018Updated 8 years ago
- 基于用户的协同过滤(UserCF)与基于内容(CB)的推荐算法的后融合☆13Nov 20, 2020Updated 5 years ago
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks☆23Sep 18, 2025Updated last year
- Processed datasets that we have used in our research☆15Apr 30, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Apr 12, 2022Updated 4 years ago
- ☆17Oct 1, 2025Updated last year
- ☆25Jan 20, 2019Updated 7 years ago
- Membership Inference Attacks and Defenses in Neural Network Pruning☆28Jul 12, 2022Updated 4 years ago
- Source code for the Energy-Latency Attacks via Sponge Poisoning paper.☆16Mar 14, 2022Updated 4 years ago
- ☆15Jan 2, 2023Updated 3 years ago
- Repository for the evaluation of the transferabiilty of adversarial examples.☆22Nov 25, 2025Updated 11 months ago
- ☆10Jun 2, 2021Updated 5 years ago
- Compiler for BitML☆27Mar 10, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆46Nov 10, 2019Updated 6 years ago
- Code for "Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders" at ICML 2024☆11Sep 18, 2025Updated last year
- Campus App of Ruhr-University Bochum☆25Oct 24, 2026Updated last week
- ☆46Sep 24, 2023Updated 3 years ago
- Unlearnable Examples Give a False Sense of Security: Piercing through Unexploitable Data with Learnable Examples☆11Oct 14, 2024Updated 2 years ago
- ☆10Jul 4, 2018Updated 8 years ago
- Official Repo of "Gradient-free Decoder Inversion in Latent Diffusion Models" by Hong et al.☆13Dec 2, 2024Updated last year