privacy preserving deep learning
☆15Sep 11, 2017Updated 8 years ago
Alternatives and similar repositories for PPDL
Users that are interested in PPDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Differentially Private Federated Learning: A Client Level Perspective☆12Jul 3, 2019Updated 7 years ago
- VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition, CVPRW, 2018☆17Dec 10, 2018Updated 7 years ago
- Decentralized Asynchronous Training on Heterogeneous Devices☆10Aug 27, 2026Updated last week
- Privacy-Preserving Dynamic Learning of Tor Network Traffic☆10Jun 15, 2021Updated 5 years ago
- Code for Exploiting Unintended Feature Leakage in Collaborative Learning (in Oakland 2019)☆56May 28, 2019Updated 7 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.
- Differential Privacy Preservation in Deep Learning under Model Attacks☆135Apr 16, 2021Updated 5 years ago
- Binary Ninja script to decrypt strings in Mirai samples☆21Jun 30, 2021Updated 5 years ago
- MXNet/Gluon implement of L-GM-Loss☆11Oct 17, 2018Updated 7 years ago
- Balanced K-means in Pytorch with strong GPU acceleration☆12Apr 30, 2020Updated 6 years ago
- Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"☆49Apr 29, 2021Updated 5 years ago
- Repository for Federated Learning with Differential Privacy☆11May 28, 2022Updated 4 years ago
- Code for AAAI 2019 Network Interpretability workshop paper☆16Jul 5, 2021Updated 5 years ago
- Repository that contains the code for the paper titled, 'Unifying Distillation with Personalization in Federated Learning'.☆14May 31, 2021Updated 5 years ago
- All exercises from private AI Facebook Scholarship☆13Jul 21, 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.
- A simple key-value database, fast and lightweight. Support Linux/Mac/IOS/Android☆12Dec 18, 2019Updated 6 years ago
- ☆24Dec 15, 2018Updated 7 years ago
- Implementation of a Threshold Paillier Cryptosystem distributed key generation protocol☆13Sep 15, 2025Updated 11 months ago
- AI in Healthcare Specialization☆12Aug 10, 2023Updated 3 years ago
- Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"☆33Nov 20, 2020Updated 5 years ago
- Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness (IJCAI'19).☆13Apr 16, 2021Updated 5 years ago
- 《钢铁洪流进行曲》Hybrid Remix 分流☆12May 28, 2020Updated 6 years ago
- ☆17Feb 14, 2021Updated 5 years ago
- Adversarial Augmentation for Enhancing Classification of Mammography Images☆17Mar 24, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- 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
- Code of NeurIPS 2019 paper: Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients☆16May 13, 2020Updated 6 years ago
- Trusted execution experiments with Intel SGX☆11Jun 17, 2020Updated 6 years ago
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Sep 2, 2022Updated 4 years ago
- Code for the CSF 2018 paper "Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting"☆38Jan 28, 2019Updated 7 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆69Oct 4, 2024Updated last year
- ☆10Apr 27, 2023Updated 3 years ago
- Covert Communication Network☆19Mar 22, 2017Updated 9 years ago
- This program realized the MNIST handwriting recognization function. Add some datavisualization and feature map visualization.☆14Nov 7, 2022Updated 3 years ago
- 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.
- ☆22Mar 20, 2023Updated 3 years ago
- Applying Laplace and exponential mechanisms to add random noise to data for differential privacy. Plotting MSE vs. epsilon.☆31Dec 20, 2025Updated 8 months ago
- ☆17May 10, 2020Updated 6 years ago
- In this project, we will apply the CGAN approach for ground truth segmentation operation of satellite images with OpenCV and Tensorflow.☆20Feb 23, 2022Updated 4 years ago
- Federated learning on blockchain using smart contracts. Distributed privacy-preserving data science technology.☆51Apr 16, 2023Updated 3 years ago
- right click any files or folders in the macOS Finder.app to edit the EXIF Date on photos and images☆19Jul 7, 2020Updated 6 years ago
- Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning☆18Mar 27, 2021Updated 5 years ago