Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.
β60May 12, 2019Updated 7 years ago
Alternatives and similar repositories for membership_inference_attack
Users that are interested in membership_inference_attack are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"β34Aug 29, 2022Updated 3 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Modelsβ133Apr 9, 2024Updated 2 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"β86Nov 22, 2021Updated 4 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.β69Oct 4, 2024Updated last year
- PrivGAN: Protecting GANs from membership inference attacks at low costβ36Jun 17, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways β’ AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Membership Inference Attacks and Defenses in Neural Network Pruningβ28Jul 12, 2022Updated 4 years ago
- Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Counteβ¦β84Feb 26, 2023Updated 3 years ago
- Public implementation of ICML'19 paper "White-box vs Black-box: Bayes Optimal Strategies for Membership Inference"β19May 28, 2020Updated 6 years ago
- β46Nov 10, 2019Updated 6 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" β¦β13Sep 6, 2023Updated 2 years ago
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challengeβ13Jun 21, 2021Updated 5 years ago
- Membership inference against Federated learning.β10May 30, 2021Updated 5 years ago
- β10Dec 18, 2024Updated last year
- β32Sep 2, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean β’ AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Federated Learning and Membership Inference Attacks experiments on CIFAR10β22Jan 29, 2020Updated 6 years ago
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)β14Nov 8, 2024Updated last year
- Processed datasets that we have used in our researchβ15Apr 30, 2020Updated 6 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)β46Apr 22, 2022Updated 4 years ago
- β373Apr 8, 2026Updated 3 months ago
- β16Apr 4, 2024Updated 2 years ago
- Membership Inference Competitionβ32Jun 12, 2023Updated 3 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".β17Dec 1, 2021Updated 4 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"β38Jan 28, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Codes for the ICLR 2022 paper: Trigger Hunting with a Topological Prior for Trojan Detectionβ11Sep 19, 2023Updated 2 years ago
- Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)β22Oct 8, 2024Updated last year
- β20Feb 22, 2023Updated 3 years ago
- β13Sep 26, 2024Updated last year
- β13Jun 17, 2024Updated 2 years ago
- Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.β722Apr 26, 2025Updated last year
- β23Sep 17, 2024Updated last year
- FederBoost's Federated Gradient Boosting Decision Tree Algorithm, Federated enabled Membership Inferenceβ16Dec 13, 2023Updated 2 years ago
- [CVPR'24] LOTUS: Evasive and Resilient Backdoor Attacks through Sub-Partitioningβ15Apr 17, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer β’ AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- β26Jan 11, 2023Updated 3 years ago
- PPA attack codeβ12Aug 9, 2022Updated 3 years ago
- The official implementation of CVPR 2025 paper "Invisible Backdoor Attack against Self-supervised Learning"β19Jul 5, 2025Updated last year
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacksβ23Sep 18, 2025Updated 10 months ago
- Bullseye Polytope Clean-Label Poisoning Attackβ18Nov 5, 2020Updated 5 years ago
- paper codeβ29Oct 5, 2020Updated 5 years ago
- Towards Machine Unlearning Benchmarks: Forgetting the Personal Identities in Facial Recognition Systemsβ66May 21, 2025Updated last year