fatemehm / Federated-Learning-IDSLinks
☆17Updated 11 months ago
Alternatives and similar repositories for Federated-Learning-IDS
Users that are interested in Federated-Learning-IDS are comparing it to the libraries listed below
Sorting:
- Federated Learning in Network Intrusion Detection☆14Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆33Updated 3 years ago
- FL-based intrusion detection system development using model averaging.☆41Updated 3 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆16Updated last year
- ☆12Updated 3 years ago
- The implementation of CDW_FedAvg in the paper "Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT"☆33Updated 4 years ago
- ☆22Updated last year
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆28Updated 2 years ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆36Updated 3 years ago
- ☆15Updated 3 years ago
- Asynchronous Federated Learning☆49Updated 2 years ago
- This repository presents a blockchain-based framework, TrustFed, for Cross-Device Federated Learning systems to detect the model poisonin…☆12Updated 3 years ago
- Blockchain federated learning☆14Updated 3 years ago
- We will implement this framework.☆32Updated 3 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆40Updated 2 years ago
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆20Updated 7 months ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Updated 3 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Updated 4 years ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 4 years ago
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 4 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆53Updated last week
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated 2 years ago
- 完全去中心化联邦学习☆31Updated 2 years ago
- Implicit Model Specialization through DAG-based Decentralized Federated Learning☆20Updated 4 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。☆30Updated 2 years ago
- Simulation-based performance analysis of server-less Blockchain-enabled Federated Learning☆39Updated 8 months ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16Updated 2 years ago