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
Alternatives and similar repositories for ML-Leaks
Users that are interested in ML-Leaks are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Source code of NAACL 2025 Findings "Scaling Up Membership Inference: When and How Attacks Succeed on Large Language Models"☆15Dec 16, 2025Updated 3 months ago
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- Code for "Graph Contrastive Learning with Cohesive Subgraph Awareness"☆20Feb 29, 2024Updated 2 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.
- ☆12Sep 26, 2024Updated last year
- ☆14May 8, 2024Updated last year
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)☆21Oct 8, 2024Updated last year
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inference☆16Dec 13, 2023Updated 2 years ago
- ☆25Nov 14, 2022Updated 3 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 6 months ago
- ☆15Mar 12, 2023Updated 3 years ago
- ☆32Sep 2, 2024Updated last year
- ☆16Jan 26, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆13Apr 12, 2022Updated 3 years ago
- This repository contains the implementation of DPMLBench: Holistic Evaluation of Differentially Private Machine Learning☆11Nov 24, 2023Updated 2 years ago
- Processed datasets that we have used in our research☆15Apr 30, 2020Updated 5 years ago
- ☆10Dec 30, 2021Updated 4 years ago
- Collection of all the papers talking about/relevant to the topic of privacy-preserving LLMs☆42Feb 10, 2025Updated last year
- 🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"☆34Aug 29, 2022Updated 3 years ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"☆18May 28, 2020Updated 5 years ago
- PyTorch code for the Neurips 2021 paper: Fairness via Representation Neutralization☆10Oct 26, 2021Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)☆48Aug 18, 2022Updated 3 years ago
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Mar 20, 2019Updated 7 years ago
- Code and data for the ACM CIKM 2022 paper "Rank List Sensitivity of Recommender Systems to Interaction Perturbations"☆10Aug 16, 2022Updated 3 years ago
- Automatic assignment checker☆36Nov 18, 2015Updated 10 years ago
- ☆53Aug 17, 2024Updated last year
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆83Nov 22, 2021Updated 4 years ago
- 自然语言驱动的Linux命令行助手☆14Mar 28, 2025Updated 11 months ago
- ☆11Feb 24, 2022Updated 4 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.
- From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks☆14Feb 23, 2023Updated 3 years ago
- Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020☆18Nov 11, 2021Updated 4 years ago
- Temporary Discriminator GAN☆14Jul 21, 2020Updated 5 years ago
- [ICASSP 2024] The official repo for Harnessing the Power of Large Vision Language Models for Synthetic Image Detection☆34Aug 13, 2025Updated 7 months 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
- An official pytorch implementation of "MoLE: Enhancing Human-centric Text-to-image Diffusion via Mixture of Low-rank Experts"☆35Nov 21, 2024Updated last year
- Unsupervised Graph Poisoning Attack via Contrastive Loss Back-propagation, WWW22☆17Jun 30, 2022Updated 3 years ago