Official code for the paper "Membership Inference Attacks Against Recommender Systems" (ACM CCS 2021)
☆22Oct 8, 2024Updated last year
Alternatives and similar repositories for MIARS
Users that are interested in MIARS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆46Nov 10, 2019Updated 6 years ago
- Privacy Risks of Securing Machine Learning Models against Adversarial Examples☆46Nov 25, 2019Updated 6 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
- ☆23Sep 17, 2024Updated last year
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆133Apr 9, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [USENIX Security 2022] Mitigating Membership Inference Attacks by Self-Distillation Through a Novel Ensemble Architecture☆16Aug 29, 2022Updated 3 years ago
- Implementation of Adversarial Privacy Graph Embedding in TensorFlow☆21Jun 12, 2020Updated 6 years ago
- [IEEE S&P 22] "LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis" by Fan Wu, Yunhui Long, Ce Zhang, …☆23Sep 7, 2021Updated 4 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- ☆23Aug 15, 2022Updated 3 years ago
- Processed datasets that we have used in our research☆15Apr 30, 2020Updated 6 years ago
- ☆10Dec 30, 2021Updated 4 years ago
- Code for AAAI 2021 Paper "Membership Privacy for Machine Learning Models Through Knowledge Transfer"☆11Apr 5, 2021Updated 5 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆17Dec 1, 2021Updated 4 years ago
- 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.
- Locally Private Graph Neural Networks (ACM CCS 2021)☆50Jun 10, 2026Updated 3 weeks ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- ☆30May 8, 2023Updated 3 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆68Sep 11, 2021Updated 4 years ago
- [ICLR'21] Dataset Inference for Ownership Resolution in Machine Learning☆31Oct 10, 2022Updated 3 years ago
- Model Poisoning Attack to Federated Recommendation☆32Apr 23, 2022Updated 4 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- Official implementation of the papers "User-controlled federated matrix factorization for recommender systems" and "FedeRank: User Contro…☆18Jul 28, 2020Updated 5 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Jan 28, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The code is for our NeurIPS 2019 paper: https://arxiv.org/abs/1910.04749☆34Mar 28, 2020Updated 6 years ago
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆30Nov 4, 2021Updated 4 years ago
- Official implementation of "GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models" (CCS 2020)☆46Apr 22, 2022Updated 4 years ago
- This is a pytorch implementation of our paper: "Towards Equivalent Transformation of User Preferences in Cross Domain Recommendation"☆29Feb 26, 2024Updated 2 years ago
- Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applicat…☆18Jul 12, 2023Updated 2 years ago
- This is the official PyTorch implementation for the paper: "EulerNet: Adaptive Feature Interaction Learning via Euler’s Formula for CTR P…☆29Jul 31, 2024Updated last year
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆136Dec 8, 2022Updated 3 years ago
- ☆32Sep 2, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository collects the latest research progress of Privacy-Preserving Recommender Systems after 2018.☆23Nov 4, 2021Updated 4 years ago
- ☆42Nov 24, 2023Updated 2 years ago
- Adversarial attack on a CNN trained on MNIST dataset using Targeted I-FGSM and Targeted MI-FGM☆11Feb 17, 2018Updated 8 years ago
- ☆12Feb 19, 2025Updated last year
- ☆25Jan 20, 2019Updated 7 years ago
- ☆20Jan 26, 2025Updated last year
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago