OLIVE: Oblivious and Differentially Private Federated Learning on TEE
☆17May 10, 2023Updated 2 years ago
Alternatives and similar repositories for FL-TEE
Users that are interested in FL-TEE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Privacy-preserving Federated Learning with Trusted Execution Environments☆74Jul 10, 2025Updated 8 months ago
- runs several layers of a deep learning model in TrustZone☆95Aug 8, 2024Updated last year
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 6 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- DP-GNN design that ensures both model weights and inference procedure differentially private (NeurIPS 2023)☆11Oct 14, 2023Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Nov 2, 2021Updated 4 years ago
- ☆38Jun 21, 2022Updated 3 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023, IEEE ICASSP 2023, IEEE ISIT 20…☆18Oct 28, 2025Updated 5 months ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- WAFFLE: Watermarking in Federated Learning☆23Aug 21, 2023Updated 2 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆86Jun 27, 2023Updated 2 years ago
- Privacy preserving vertical federated learning for tree-based models☆30Nov 11, 2021Updated 4 years ago
- ☆13Aug 4, 2022Updated 3 years ago
- [NeurIPS 2022] JAX/Haiku implementation of "On Privacy and Personalization in Cross-Silo Federated Learning"☆27Apr 16, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Unified, Simplified, Tight and Fast Privacy Amplification in the Shuffle Model of Differential Privacy☆11Oct 27, 2024Updated last year
- Privacy-Preserving Gradient Boosting Decision Trees (AAAI 2020)☆28Oct 6, 2023Updated 2 years ago
- For making notes when researching and studying.☆10Jul 29, 2022Updated 3 years ago
- Webank AI☆42Feb 19, 2025Updated last year
- ☆46Aug 4, 2023Updated 2 years ago
- Multi-party Private Set Intersections & Threshold Set Intersections☆14Apr 2, 2021Updated 4 years ago
- This is a recommended paper list for the course of Privacy Computing.☆10Mar 26, 2024Updated 2 years ago
- Amortized version of the differentially private SGD algorithm published in "Deep Learning with Differential Privacy" by Abadi et al. Enfo…☆43Apr 12, 2024Updated last year
- Quantifying Differential Privacy under Temporal Correlations☆12Updated this week
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆11Oct 28, 2021Updated 4 years ago
- Hadamard Response: Communication efficient, sample optimal, linear time locally private learning of distributions☆16Sep 18, 2020Updated 5 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Jan 29, 2020Updated 6 years ago
- 联邦学习相关学习笔记☆11Apr 20, 2021Updated 4 years ago
- ☆14Aug 17, 2024Updated last year
- ☆34Oct 12, 2022Updated 3 years ago
- ☆28Nov 26, 2024Updated last year
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆37Feb 20, 2023Updated 3 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆172Mar 25, 2023Updated 3 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [AI6126] Advanced Computer Vision is an elective course of MSAI, SCSE, NTU, Singapore. The repository corresponds to the AI6126 of Semest…☆11Nov 8, 2023Updated 2 years ago
- Code for CVPR24 Paper - Resource-Efficient Transformer Pruning for Finetuning of Large Models☆12Oct 31, 2025Updated 4 months ago
- ☆14Jun 22, 2022Updated 3 years ago
- Vertical Federated Learning Implementation for Logistic regression☆13Mar 12, 2022Updated 4 years ago
- 基于同态加密的联邦学习安全聚合系统☆49Mar 8, 2021Updated 5 years ago
- Implementation of Shuffled Model of Differential Privacy in Federated Learning." AISTATS, 2021.☆18Oct 4, 2022Updated 3 years ago
- c/c++ code for xgboost(train,predict,evaluate)☆23Sep 30, 2018Updated 7 years ago