Processed datasets that we have used in our research
☆15Apr 30, 2020Updated 6 years ago
Alternatives and similar repositories for datasets
Users that are interested in datasets are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A repo to download and preprocess the Purchase100 dataset extracted from Kaggle: Acquire Valued Shoppers Challenge☆12Jun 21, 2021Updated 4 years ago
- ☆46Nov 10, 2019Updated 6 years ago
- ☆23Aug 15, 2022Updated 3 years ago
- Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data☆19Aug 4, 2020Updated 5 years ago
- Code for "Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment" (CCS 2019)☆49Dec 17, 2019Updated 6 years 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.
- ☆25Jan 20, 2019Updated 7 years ago
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- ☆14Dec 12, 2024Updated last year
- ☆32Sep 2, 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
- PyTorch implementation of Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance☆34Oct 11, 2024Updated last year
- ☆18Jan 26, 2025Updated last year
- ☆13Apr 12, 2022Updated 4 years ago
- Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"☆84Nov 22, 2021Updated 4 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.
- Membership inference against Federated learning.☆10May 30, 2021Updated 4 years ago
- ☆17Feb 7, 2024Updated 2 years ago
- Implementation of the paper : "Membership Inference Attacks Against Machine Learning Models", Shokri et al.☆59May 12, 2019Updated 6 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
- ☆19Feb 19, 2024Updated 2 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆16Dec 1, 2021Updated 4 years ago
- Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models☆132Apr 9, 2024Updated 2 years ago
- ☆20Jun 1, 2022Updated 3 years ago
- Source code of "What can linearized neural networks actually say about generalization?☆20Oct 21, 2021Updated 4 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.
- Computationally friendly hyper-parameter search with DP-SGD☆25Jan 7, 2025Updated last year
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆19Apr 28, 2025Updated last year
- Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)☆198Nov 15, 2017Updated 8 years ago
- ☆35Sep 13, 2023Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆67Sep 11, 2021Updated 4 years ago
- ☆13Feb 20, 2024Updated 2 years ago
- ☆18May 30, 2025Updated 11 months ago
- Code for Auditing Data Provenance in Text-Generation Models (in KDD 2019)☆10Jun 18, 2019Updated 6 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆28Sep 28, 2024Updated last year
- 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.
- The Amazon Fine Food Reviews dataset consists of 568,454 food reviews. This dataset consists of a single CSV file, Reviews.csv☆15Nov 1, 2017Updated 8 years ago
- Dataset of 475000 faces from 530 faces (50x50 color) from facescrub☆19Aug 30, 2019Updated 6 years ago
- Code for AAAI 2021 Paper "Membership Privacy for Machine Learning Models Through Knowledge Transfer"☆11Apr 5, 2021Updated 5 years ago
- Privacy-Preserving Dynamic Learning of Tor Network Traffic☆10Jun 15, 2021Updated 4 years ago
- Multi-touch attribution models to determine the channels that lead to greater customer conversions.☆14Jan 27, 2025Updated last year
- ☆12Nov 10, 2020Updated 5 years ago
- ☆25Nov 14, 2022Updated 3 years ago