Privacy-preserving Federated Learning with Trusted Execution Environments
☆76Jul 10, 2025Updated last year
Alternatives and similar repositories for PPFL
Users that are interested in PPFL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OLIVE: Oblivious and Differentially Private Federated Learning on TEE☆17May 10, 2023Updated 3 years ago
- runs several layers of a deep learning model in TrustZone☆95Aug 8, 2024Updated last year
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆175Mar 25, 2023Updated 3 years ago
- ☆43Feb 26, 2023Updated 3 years ago
- ☆22Aug 23, 2022Updated 3 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.
- code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"☆32Jun 16, 2022Updated 4 years ago
- ☆19Jul 9, 2020Updated 6 years ago
- ☆46Aug 4, 2023Updated 2 years ago
- ☆34Nov 7, 2022Updated 3 years ago
- A Simulator for Privacy Preserving Federated Learning☆94Jan 12, 2021Updated 5 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆87Feb 23, 2023Updated 3 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆87Jun 27, 2023Updated 3 years ago
- ☆30Dec 16, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A library OS for Linux multi-process applications, with Intel SGX support☆768Updated this week
- KafeDB: End-to-End Structurally-Encrypted Database System. Based on Apache Spark SQL.☆12Nov 11, 2021Updated 4 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆156Feb 16, 2025Updated last year
- ☆36Jan 5, 2022Updated 4 years ago
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆37Feb 20, 2023Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Jun 9, 2021Updated 5 years ago
- The Confidential Computing Certifier Framework consists of a client API called the Certifier-API and server-based policy evaluation calle…☆78Jul 11, 2026Updated last week
- SGX从入门到放弃☆350Apr 21, 2022Updated 4 years ago
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 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.
- Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction☆34Jan 1, 2021Updated 5 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆38Jul 16, 2020Updated 6 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- ☆28Dec 22, 2024Updated last year
- ☆30Oct 27, 2023Updated 2 years ago
- Teechain: A Secure Payment Network with Asynchronous Blockchain Access☆56Aug 26, 2019Updated 6 years ago
- SDK for developing enclaves☆1,197Updated this week
- ☆28Mar 4, 2025Updated last year
- ☆21Aug 22, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving☆40Nov 2, 2023Updated 2 years ago
- Multi-party Private Set Intersections & Threshold Set Intersections☆14Apr 2, 2021Updated 5 years ago
- A curated list of SGX code and resources.☆245May 27, 2024Updated 2 years ago
- [ICLR 2021: Spotlight] Source code for the paper "A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Infer…☆15Feb 16, 2022Updated 4 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆153Aug 6, 2022Updated 3 years ago
- icml24☆14Feb 24, 2025Updated last year
- ☆14Aug 17, 2024Updated last year