iZRJ / SSFL-IDS
Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"
☆28Updated 2 years ago
Alternatives and similar repositories for SSFL-IDS:
Users that are interested in SSFL-IDS are comparing it to the libraries listed below
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- ☆12Updated last month
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆21Updated last year
- Federated Learning in Network Intrusion Detection☆11Updated 2 years ago
- ☆9Updated last year
- ☆14Updated 2 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆14Updated 11 months ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆33Updated 2 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆39Updated 10 months ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆15Updated 2 years ago
- ☆21Updated 5 months ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆10Updated 2 years 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
- Classifying different types of attacks in VANET system using federated learning and comparing the accuracy, precision and recall values w…☆10Updated 4 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆32Updated 3 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆45Updated 4 months ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆19Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆14Updated 5 months ago
- Federated PCA on Grassmann Manifold for IoT Anomaly Detection☆17Updated 7 months ago
- Communication-efficient federated continual learning☆15Updated 2 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆11Updated last year
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆25Updated 3 years ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆15Updated last year
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆21Updated last year
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆27Updated 6 months ago
- ☆11Updated 2 years ago
- Decentralized federated machine learning using peer-to-peer networks☆11Updated last year
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated last year
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 3 years ago