OliverStoll / Anomaly-Detection-IIoT
"Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things" (IEEE) - Exploring resource-efficient & data privacy enabling training at the edge
☆20Updated 2 years ago
Alternatives and similar repositories for Anomaly-Detection-IIoT:
Users that are interested in Anomaly-Detection-IIoT are comparing it to the libraries listed below
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆26Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆33Updated 2 years ago
- Communication-efficient federated continual learning☆14Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- This is a code that combines federated learning with differential privacy for transformer fault diagnosis.☆27Updated last year
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆24Updated 2 months ago
- Federated Learning in Network Intrusion Detection☆11Updated last year
- ☆14Updated 2 years ago
- ☆11Updated last week
- ☆9Updated last year
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆32Updated 3 years ago
- Federated PCA on Grassmann Manifold for IoT Anomaly Detection☆15Updated 6 months ago
- 将联邦学习以及知识蒸馏用于搭建网络入侵检测检测模型,在NSL-KDD数据集上进行了验证。☆23Updated last year
- FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs☆19Updated 2 years ago
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆25Updated 3 months ago
- ☆20Updated 3 months ago
- Implementation of a Federated Learning based CNN model☆14Updated 4 years ago
- ☆11Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆12Updated 9 months ago
- Classifying different types of attacks in VANET system using federated learning and comparing the accuracy, precision and recall values w…☆10Updated 4 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34Updated 4 years ago
- Federated learning used to detect credit card fraud☆13Updated 4 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 3 years ago
- A try for federated learning with Resnet on CIFAR10 using Cloud-Edge-Client framework.☆22Updated 4 years ago
- This is a platform containing the datasets and federated learning algorithms in IoT environments.☆60Updated 2 months ago
- Implementation of Scaffold and Fedprox for Federated Learning using PyTorch☆22Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆10Updated last year
- ☆10Updated last month
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago