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:
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆17Aug 2, 2024Updated last year
- We provide a friendly foundational platform for beginners who intend to start Federated Learning (FL)☆20May 26, 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
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆34Apr 29, 2021Updated 5 years ago
- An implementation of BGV-FHE scheme☆29Apr 26, 2018Updated 8 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.
- Deep Siamese convolutional neural net for biometric authentication of palm print images☆10Jul 3, 2024Updated last year
- Example code snipped to visualize a neural network fitting a surface to random points in space☆12Dec 26, 2021Updated 4 years ago
- Code for the Secure Triplet Loss approach for biometric template security.☆10Apr 22, 2021Updated 5 years ago
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆16Jan 18, 2023Updated 3 years ago
- This project was done as a final project of the artificial vision course IMT-344 of the Mechatronics Engineering course of the Universida…☆11Sep 13, 2021Updated 4 years ago
- Code accompanying the paper "Disparate Impact in Differential Privacy from Gradient Misalignment".☆11Apr 4, 2023Updated 3 years ago
- Robust Differentially Private Training of Deep Neural Networks☆12Dec 10, 2020Updated 5 years ago
- ☆12Oct 28, 2023Updated 2 years ago
- Implementation for iris biometric template protection based on NTRU homomorphic encryption.☆12Dec 20, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Differentially Private Federated Learning on Heterogeneous Data☆77Feb 22, 2022Updated 4 years ago
- Utilities for reading and writing files created by 3D Slicer☆44Jun 6, 2026Updated last week
- Provably Secure Steganography☆22Sep 13, 2025Updated 9 months ago
- Pytorch implementation of paper Semi-supervised Knowledge Transfer for Deep Learning from Private Training Data (https://arxiv.org/abs/16…☆46Nov 29, 2021Updated 4 years ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- Biometrics Guide☆16Jul 18, 2021Updated 4 years ago
- This repository contains the source code, models and data files for the work titled: "Unsupervised Image Style Embeddings for Retrieval a…☆13May 29, 2021Updated 5 years ago
- The official implementation of "Enhancing Representation in Radiography-Reports Foundation Model: A Granular Alignment Algorithm Using Ma…☆12Sep 13, 2024Updated last year
- Created a fingerprint recognition system using siamese network via On-Shot Learning. It has a similar use case as that of a face-recognit…☆13Oct 19, 2020Updated 5 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.
- Privacy mechanisms for decentralized fingerprint-based authentication☆13Aug 20, 2020Updated 5 years ago
- TensorFlow code for paper "Training Frankenstein's Creature to Stack: HyperTree Architecture Search"☆13Nov 14, 2018Updated 7 years ago
- Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data☆19Aug 4, 2020Updated 5 years ago
- Unofficial Implementation of Null-text Inversion (https://arxiv.org/abs/2211.09794)☆12Nov 20, 2022Updated 3 years ago
- On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning, …☆20Mar 13, 2026Updated 3 months ago
- Skin Lesion Segmentation, implemented in PyTorch☆14Nov 20, 2019Updated 6 years ago
- Johnson-Lindenstrauss transform (JLT), random projections (RP), fast Johnson-Lindenstrauss transform (FJLT), and randomized Hadamard tran…☆24Jul 11, 2023Updated 2 years ago
- Code for EMNLP 2021 paper: Improving Sequence-to-Sequence Pre-training via Sequence Span Rewriting☆17Nov 30, 2021Updated 4 years ago
- Cryptographic Key Generation from Biometric Data☆14May 17, 2018Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆13May 16, 2019Updated 7 years ago
- Image classification models on CIFAR10 dataset using pytorch☆15Mar 25, 2021Updated 5 years ago
- Fingerprint Recognition with Siamese Network☆19Jun 22, 2020Updated 5 years ago
- ☆11Nov 19, 2020Updated 5 years ago
- ☆12Jul 26, 2022Updated 3 years ago
- ☆10Mar 5, 2023Updated 3 years ago
- An implementation of effective policy ensemble.☆16Jul 5, 2023Updated 2 years ago