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:
- System Support for Byzantine Machine Learning☆10Oct 4, 2021Updated 4 years ago
- ☆15May 10, 2019Updated 7 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
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 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
- Pytorch implementation of backdoor unlearning.☆21Jun 8, 2022Updated 4 years ago
- ☆14Jun 6, 2023Updated 3 years ago
- ☆55Feb 19, 2023Updated 3 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.
- Arbitrary precision integers in TensorFlow☆11Dec 27, 2022Updated 3 years ago
- Learning from history for Byzantine Robustness☆26Jun 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 4 months ago
- Machine learning on serverless platform☆10Jul 2, 2022Updated 3 years ago
- A sybil-resilient distributed learning protocol.☆113Sep 9, 2025Updated 9 months ago
- Official Code Implementation for the CCS 2022 Paper "On the Privacy Risks of Cell-Based NAS Architectures"☆11Nov 21, 2022Updated 3 years ago
- A microservice framework based on the Clean Architecture and the Domain Driven Design.☆13Jun 3, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- 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 2 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
- ☆23Oct 27, 2019Updated 6 years ago
- A Decentralized Blockchain-Based Federated Learning Framework☆76Jul 10, 2023Updated 2 years ago
- ☆10Oct 23, 2021Updated 4 years 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.
- ☆11Mar 8, 2026Updated 3 months 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
- ☆16Nov 30, 2022Updated 3 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
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Feb 16, 2025Updated last year
- A library for federated learning (a distributed machine learning process) in an enterprise environment.☆537Sep 17, 2025Updated 8 months ago