Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.
☆36Aug 16, 2022Updated 4 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 3 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆36Dec 18, 2022Updated 3 years ago
- Asynchronous Federated Learning☆48Apr 22, 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 2 years ago
- ☆15Jan 20, 2023Updated 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.
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆43May 4, 2024Updated 2 years ago
- Communication-efficient federated continual learning☆20Jan 3, 2023Updated 3 years ago
- ☆20Feb 5, 2025Updated last year
- ☆11Apr 4, 2022Updated 4 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- A neural network approach for predicting imminent failures in a smart power grid☆16Apr 4, 2022Updated 4 years ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 7 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Aug 1, 2022Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆73Dec 9, 2024Updated last year
- 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.
- We will implement this framework.☆32Jun 7, 2022Updated 4 years ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆14Apr 9, 2021Updated 5 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Jun 5, 2021Updated 5 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- FL_PyTorch: Optimization Research Simulator for Federated Learning☆36Jul 7, 2023Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- ☆48Aug 7, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- AutoFR generates filter rules for the web to block ads while considering visual breakage automatically.☆11Mar 12, 2024Updated 2 years ago
- Repo for "Neural Architecture Search for Compressed Sensing Magnetic Resonance Image Reconstruction".☆17Jun 9, 2022Updated 4 years ago
- GradMA: A Gradient-Memory-based Accelerated Federated Learning with Alleviated Catastrophic Forgetting☆15Mar 12, 2023Updated 3 years ago
- Xilinx Blockchain Machine for Hyperledger Fabric.☆14Oct 30, 2023Updated 2 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆15Dec 1, 2020Updated 5 years ago
- ☆13May 8, 2024Updated 2 years ago
- 基于联邦学习和深度残差网络的sdn入侵检测研究☆18Jun 17, 2024Updated 2 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 6 years ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆41Nov 13, 2022Updated 3 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.
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆33May 27, 2020Updated 6 years ago
- This repository is the implementation of Federated Graph Classification over Non-IID Graphs.☆45Jun 8, 2023Updated 3 years ago
- RNN autoencoder example in PyTorch☆11Feb 18, 2019Updated 7 years ago
- Code for "Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions"☆14Sep 3, 2023Updated 3 years ago
- ☆10Apr 5, 2023Updated 3 years ago
- ☆13Sep 1, 2023Updated 3 years ago