Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.
☆36Aug 16, 2022Updated 3 years ago
Alternatives and similar repositories for AD_FL_DL
Users that are interested in AD_FL_DL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Edge Computing AI and Smart Contract☆10May 30, 2023Updated 2 years ago
- ☆23Oct 22, 2024Updated last year
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Dec 18, 2022Updated 3 years ago
- Asynchronous Federated Learning☆49Apr 22, 2023Updated 2 years ago
- Comparison b/w Federated Learning & Split Learning for credit card fraud detection dataset using Pytorch☆19Oct 7, 2021Updated 4 years ago
- Deploy open-source AI quickly and easily - Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- ☆15Jan 20, 2023Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Apr 29, 2024Updated last year
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- ☆18Feb 5, 2025Updated last year
- Demo showing how to package and execute a Federated Learning jobs on Nevermined.☆13Dec 6, 2022Updated 3 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆41May 4, 2024Updated last year
- ☆21Jan 14, 2023Updated 3 years ago
- Code for Personalized Federated Learning with Gaussian Processes☆37Mar 3, 2022Updated 4 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.
- ☆11Apr 4, 2022Updated 4 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆28Nov 6, 2024Updated last year
- ☆36Mar 20, 2021Updated 5 years ago
- Face Verification Example with Flower / Federated Learning☆12Apr 3, 2023Updated 3 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆72Dec 9, 2024Updated last year
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 6 years ago
- We will implement this framework.☆32Jun 7, 2022Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆12Apr 9, 2021Updated 5 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.
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Jun 5, 2021Updated 4 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- Code Space for Wireless Ad Hoc Federated Learning (WAFL) -- A Fully Autonomous Collaborative Learning with Device-to-Device Communication☆19Apr 10, 2026Updated last week
- ☆48Aug 7, 2022Updated 3 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆12Dec 1, 2020Updated 5 years ago
- ☆13May 8, 2024Updated last year
- AutoFR generates filter rules for the web to block ads while considering visual breakage automatically.☆11Mar 12, 2024Updated 2 years ago
- Xilinx Blockchain Machine for Hyperledger Fabric.☆14Oct 30, 2023Updated 2 years ago
- Hybrid Federate Learning Framework for Financial Crime Detection☆13Mar 22, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- ☆15Apr 1, 2025Updated last year
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 years ago
- Code for "Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions"☆14Sep 3, 2023Updated 2 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Jul 11, 2023Updated 2 years ago
- Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID D…☆22Mar 14, 2024Updated 2 years ago