simple Differential Privacy in PyTorch
☆49May 29, 2020Updated 6 years ago
Alternatives and similar repositories for pytorch-privacy
Users that are interested in pytorch-privacy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- Code for the paper "Bayesian Differential Privacy for Machine Learning"☆23Aug 12, 2020Updated 5 years ago
- Python implementation of differential privacy using Laplace mechanism☆11Apr 13, 2026Updated 3 months ago
- ☆20Apr 10, 2019Updated 7 years ago
- Analytic calibration for differential privacy with Gaussian perturbations☆51Oct 7, 2018Updated 7 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.
- A curated list of awesome privacy preserving machine learning resources☆17May 17, 2020Updated 6 years ago
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- 使用tensorflow2.1实现联合学习推荐模型，并加入差分隐私噪声进行隐私保护。☆54Mar 25, 2023Updated 3 years ago
- distributed federated learning for pytorch☆14Mar 19, 2018Updated 8 years ago
- ☆20Feb 17, 2020Updated 6 years ago
- ☆16Mar 30, 2023Updated 3 years ago
- PyTorch implementation of a number of mechanisms in local differential privacy☆17Feb 17, 2022Updated 4 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Oct 13, 2023Updated 2 years ago
- Differentially private release of semantic rich data☆35Jun 17, 2021Updated 5 years ago
- 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.
- Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".☆12Aug 1, 2023Updated 2 years ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆45Nov 29, 2021Updated 4 years ago
- Chemical Science 2023: An equivariant generative framework for molecular graph-structure Co-design☆10Jun 18, 2023Updated 3 years ago
- ☆10Aug 22, 2023Updated 2 years ago
- ☆12Aug 22, 2023Updated 2 years ago
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆37Feb 20, 2023Updated 3 years ago
- Code/Models for Defending Against Universal Attacks Through Selective Feature Regeneration, CVPR 2020☆10Jul 31, 2020Updated 5 years ago
- ☆30Jun 27, 2022Updated 4 years ago
- Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet Hessians (ICML 2019)☆16Apr 27, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 百度商业AI技术创新大赛赛道二：广告图片描述生成 Rank3方案分享☆11Oct 9, 2024Updated last year
- Python package to create a report for mobility data with differential privacy guarantees.☆15Sep 18, 2024Updated last year
- Code for the WWW'23 paper "Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy"☆12Feb 20, 2023Updated 3 years ago
- An implementation of Deep Learning with Differential Privacy☆28Mar 25, 2023Updated 3 years ago
- Fork of the differential privacy module of TF/models/research☆15Oct 9, 2019Updated 6 years ago
- can calculate the Hessian matrix and/or its spectrum for simple neural nets☆11May 7, 2018Updated 8 years ago
- Code for "How to Initialize your Network? Robust Initialization for WeightNorm & ResNets"☆14Oct 3, 2023Updated 2 years ago
- Injecting watermarks to protein sequences for privacy protection in biosecurity☆10Oct 1, 2024Updated last year
- This repository including most of cnn visualizations techniques using pytorch☆14Apr 14, 2020Updated 6 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.
- Location Privacy Preservation of Vehicle Data in Internet of Vehicles☆10May 11, 2022Updated 4 years ago
- ☆10Jan 18, 2022Updated 4 years ago
- A pytorch implemention of the Explainable AI work 'Contrastive layerwise relevance propagation (CLRP)'☆17Jun 24, 2022Updated 4 years ago
- This repo contains code/learning resources related to Homomorphic Encryption.☆26Oct 12, 2019Updated 6 years ago
- ☆13Jul 12, 2022Updated 4 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- ☆26Apr 3, 2020Updated 6 years ago