bramvandewalle / MScProject
Federated Learning in Network Intrusion Detection
☆11Updated last year
Alternatives and similar repositories for MScProject:
Users that are interested in MScProject are comparing it to the libraries listed below
- ☆12Updated 2 weeks ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆27Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- ☆14Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆18Updated last year
- ☆11Updated 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
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Fl…☆13Updated 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
- ☆20Updated 3 months ago
- ☆9Updated last year
- ☆32Updated this week
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆33Updated 2 years ago
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆10Updated 2 years ago
- Code for the case study presented in "Making a Case for Federated Learning in the Internet of Vehicles and Intelligent Transportation Sys…☆24Updated 3 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
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆11Updated 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
- Federated PCA on Grassmann Manifold for IoT Anomaly Detection☆16Updated 6 months ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated 9 months ago
- 完全去中心化联邦学习☆23Updated last year
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆15Updated last year
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆35Updated last year
- Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing☆17Updated 3 years ago
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆11Updated last year
- Asynchronous Federated Learning☆44Updated last year
- Official repository of the paper "The Cross-evaluation of Machine Learning-based Network Intrusion Detection Systems".☆9Updated 2 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆17Updated 2 years ago
- Decentralized federated machine learning using peer-to-peer networks☆10Updated last year