☆27Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for fl-analysis
Users that are interested in fl-analysis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Secure Aggregation for Federated Learning with Malicious Actors☆26Dec 6, 2022Updated 3 years ago
- Cryptographic Enforcement of End-to-End Data Privacy☆23Sep 27, 2022Updated 3 years ago
- ☆18Feb 3, 2026Updated 6 months ago
- MCSI☆13Nov 2, 2021Updated 4 years ago
- A secure aggregation system for private federated learning☆53Mar 21, 2026Updated 5 months ago
- 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.
- Prototype implementation of Prio, a system for the private computation of aggregate statistics.☆64Jan 29, 2018Updated 8 years ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆38Oct 3, 2022Updated 3 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆75Aug 5, 2021Updated 5 years ago
- ☆54Feb 19, 2023Updated 3 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 3 years ago
- ☆23May 25, 2021Updated 5 years ago
- Federated learning via stochastic gradient descent☆34Nov 9, 2020Updated 5 years ago
- ☆12Jun 2, 2023Updated 3 years ago
- Compression primitives for uplink compression in Federated Learning that are compatible with Secure Aggregation.☆11Jul 27, 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.
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Oct 12, 2025Updated 10 months ago
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆37Dec 4, 2022Updated 3 years ago
- Implementation of Prio in Rust.☆122Updated this week
- Hybrid Federate Learning Framework for Financial Crime Detection☆13Mar 22, 2024Updated 2 years ago
- Python3 implementation of Bulletproofs - non-interactive zero-knowledge proof protocol with very short proofs and without a trusted setup…☆28Dec 8, 2022Updated 3 years ago
- Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"☆57May 4, 2023Updated 3 years ago
- An Implementation of Incremental Distributed Point Functions in C++☆83Updated this week
- Learning how to bulletproofs☆40Dec 22, 2018Updated 7 years ago
- The implement of FedCyBGD☆12Jul 19, 2024Updated 2 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.
- Code repository is for "Federated Composite Optimization", to appear in ICML 2021☆12May 6, 2022Updated 4 years ago
- A implementation of Privacy Buckets: A numerical tool to calculate privacy loss☆11May 19, 2022Updated 4 years ago
- ☆23Jul 19, 2021Updated 5 years ago
- Correlated Low-rank Structure (CoLR) for Federated Recommendation System☆13May 31, 2026Updated 2 months ago
- ☆30Dec 22, 2022Updated 3 years ago
- ☆10May 27, 2024Updated 2 years ago
- An agent for auditing repositories of traces for violations of safety properties. Automatically finds cheating (task-level gaming and har…☆15Jun 6, 2026Updated 2 months ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- A sybil-resilient distributed learning protocol.☆114Sep 9, 2025Updated 11 months 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.
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆153Aug 6, 2022Updated 4 years ago
- ☆15May 5, 2026Updated 3 months ago
- Oblivious RAM for Scala☆18Jan 21, 2021Updated 5 years ago
- [NeurIPS 2024] "Membership Inference on Text-to-image Diffusion Models via Conditional Likelihood Discrepancy"☆12Sep 15, 2025Updated 11 months ago
- FlexCFL: A clustered federated learning framework based on TF2.0. Support frameworks: FlexCFL, FedGroup, FedAvg, IFCA, FeSEM, et al.☆54Nov 16, 2022Updated 3 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- Repository for the SoK paper on Fully Homomorphic Encryption (FHE) compilers.☆83Mar 24, 2023Updated 3 years ago