Byzantine-resilient distributed SGD with TensorFlow.
☆40Jan 22, 2021Updated 5 years ago
Alternatives and similar repositories for AggregaThor
Users that are interested in AggregaThor are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15May 10, 2019Updated 7 years ago
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 4 years ago
- DETOX: A Redundancy-based Framework for Faster and More Robust Gradient Aggregation☆16Jul 13, 2020Updated 5 years ago
- DRACO: Byzantine-resilient Distributed Training via Redundant Gradients☆23Dec 9, 2018Updated 7 years ago
- ☆19Dec 7, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65May 22, 2020Updated 6 years ago
- ☆26Mar 15, 2023Updated 3 years ago
- Implementation of two BFT consensus protocols☆18Dec 13, 2023Updated 2 years ago
- FeGAN: Scaling Distributed GANs☆14Dec 31, 2020Updated 5 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆153Oct 3, 2022Updated 3 years ago
- ☆15Jun 6, 2023Updated 3 years ago
- ☆55Feb 19, 2023Updated 3 years ago
- ☆13May 25, 2022Updated 4 years ago
- Arbitrary precision integers in TensorFlow☆11Dec 27, 2022Updated 3 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.
- Learning from history for Byzantine Robustness☆27Jun 11, 2021Updated 5 years ago
- [AAMAS 2025] Privacy-preserving and Personalized RLHF, with convergence guarantees. The Code contains experiments for training multiple i…☆16Apr 16, 2025Updated last year
- ☆18Mar 12, 2024Updated 2 years ago
- Financial Services Interest Group☆53Jan 14, 2026Updated 5 months ago
- A sybil-resilient distributed learning protocol.☆113Sep 9, 2025Updated 9 months ago
- Bridge between TensorFlow and Google's Private Join and Compute library☆16Dec 27, 2022Updated 3 years ago
- Official Code Implementation for the CCS 2022 Paper "On the Privacy Risks of Cell-Based NAS Architectures"☆11Nov 21, 2022Updated 3 years ago
- DFL working group☆32May 14, 2024Updated 2 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆17Jun 2, 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.
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆57Oct 5, 2022Updated 3 years ago
- An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)☆29Jun 29, 2023Updated 3 years ago
- Bayesian Nonparametric Federated Learning of Neural Networks☆145May 29, 2019Updated 7 years ago
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- ☆11Nov 29, 2022Updated 3 years ago
- Cross-platform Python client for the CodeReef.ai portal to manage portable workflows, reusable automation actions, software detection plu…☆11Mar 27, 2020Updated 6 years ago
- ☆10Oct 23, 2021Updated 4 years ago
- A GAN approach in keras on the mnist dataset using only MLP's☆16Sep 27, 2017Updated 8 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.
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆43Oct 29, 2021Updated 4 years ago
- Byzantine Attack-Resistant Federated Averaging Based on Outlier Elimination☆24Dec 26, 2022Updated 3 years ago
- Secure aggregation protocol for TensorFlow Federated☆24Aug 19, 2020Updated 5 years ago
- Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"☆19May 19, 2024Updated 2 years ago
- The design and implementation of the Privacy Integrated Queries (PINQ) platform for privacy-preserving data analysis☆11Feb 25, 2017Updated 9 years ago
- a fast erasure codec which can be used with the command-line, C, Python, or Haskell☆44Dec 22, 2021Updated 4 years ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆207Aug 5, 2021Updated 4 years ago