Differentially Private Deep Learning in PyTorch
☆30Sep 27, 2021Updated 4 years ago
Alternatives and similar repositories for deepee
Users that are interested in deepee are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PriMIA: Privacy-preserving Medical Image Analysis☆139May 1, 2023Updated 3 years ago
- Improved DP-SGD for optimizing☆20Mar 23, 2019Updated 7 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated 2 years ago
- Tasks that allow students to learn the basics of image processing, esp Fingerprint processing.☆10Jan 21, 2025Updated last year
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆44Apr 12, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- ☆10Dec 12, 2024Updated last year
- ☆13May 13, 2023Updated 3 years ago
- ☆12Sep 14, 2022Updated 3 years ago
- Code for the Secure Triplet Loss approach for biometric template security.☆10Apr 22, 2021Updated 5 years ago
- build vgg16 with pytorch 0.4.0 for classification of CIFAR datasets☆10Mar 31, 2019Updated 7 years ago
- PyFed generic framework of benchmark for Federated Learning☆11Oct 9, 2021Updated 4 years ago
- An implementation of BGV-FHE scheme☆28Apr 26, 2018Updated 8 years ago
- SGD/ADAM/Amsgrad/AdamW/RAdam/Lookahead☆10Nov 18, 2019Updated 6 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.
- ☆11Dec 23, 2022Updated 3 years ago
- A list Viterbo algorithm for decoding PAC codes with various code constructions/rate-profiles☆11May 6, 2022Updated 4 years ago
- ☆13Feb 11, 2019Updated 7 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Code for paper "Towards Privacy-Preserving, Real-Time and Lossless Feature Matching"☆14Aug 2, 2022Updated 4 years ago
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- Source code of "Deep Rank Hashing Network for Cancellable Face Identification"☆12Jul 8, 2022Updated 4 years ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- Official Pytorch implementation for "Differentially Private Federated Learning on Heterogeneous Data" (AISTATS 2022)☆77Feb 22, 2022Updated 4 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.
- Diffprivlib: The IBM Differential Privacy Library☆918Sep 17, 2025Updated 11 months ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- fingerprint verification using convolution neural networks☆11Apr 3, 2018Updated 8 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
- Cryptographic Key Generation from Biometric Data☆14May 17, 2018Updated 8 years ago
- Code repo for the paper "Privacy-aware Compression for Federated Data Analysis".☆18May 31, 2023Updated 3 years ago
- The official implementation of "Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Ma…☆12Sep 13, 2024Updated last year
- 👥 Federated Learning tutorial with TensorFlow Federated (TFF)☆14Jun 16, 2021Updated 5 years ago
- ☆13Oct 29, 2021Updated 4 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.
- ☆20Sep 27, 2021Updated 4 years ago
- A distortion limiting approach to Syndrome-Trellis Coding.☆19Mar 7, 2023Updated 3 years ago
- Privacy mechanisms for decentralized fingerprint-based authentication☆13Aug 20, 2020Updated 6 years ago
- 本项目实现自《差分隐私下满足一致性的轨迹流量发布方法》，作者蔡剑平☆12Sep 2, 2019Updated 7 years ago
- TensorFlow code for paper "Training Frankenstein's Creature to Stack: HyperTree Architecture Search"☆13Nov 14, 2018Updated 7 years ago
- Local Differential Privacy for Federated Learning☆19Oct 24, 2022Updated 3 years ago
- A collection of Python scripts that I used while working with NBIS to carry out some of the bulk work.☆14Jul 10, 2019Updated 7 years ago