bramvandewalle / MScProject
Federated Learning in Network Intrusion Detection
☆12Updated 2 years ago
Alternatives and similar repositories for MScProject:
Users that are interested in MScProject are comparing it to the libraries listed below
- ☆13Updated 2 months ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆28Updated 2 years ago
- FL-based intrusion detection system development using model averaging.☆36Updated 2 years ago
- ☆13Updated 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
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆11Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆21Updated last year
- Classifying different types of attacks in VANET system using federated learning and comparing the accuracy, precision and recall values w…☆9Updated 4 years ago
- ☆11Updated 2 years ago
- ☆21Updated 6 months ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆34Updated 2 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
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆16Updated 2 years ago
- Federated PCA on Grassmann Manifold for IoT Anomaly Detection☆17Updated 8 months ago
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆21Updated last year
- FL-TP: Federated Learning-based Vehicle Trajectory Prediction Algorithm against Cyberattacks☆23Updated 10 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。☆25Updated last year
- Implementation of Federated Learning and Blockchain for training machine learning models using a decentralized approach thereby attemptin…☆31Updated 3 years ago
- Asynchronous Federated Learning☆44Updated 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…☆25Updated 4 years ago
- The Project's goal is to simulate a decentralised approach to building machine learning models while protecting the privacy of users.☆17Updated 3 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
- Federated Learning for Internet of Things: A Federated Learning Framework for On-device Anomaly Data Detection, backed by FedML, Inc.☆44Updated 2 years ago
- 完全去中心化联邦学习☆28Updated last year
- ☆37Updated this week
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆39Updated 11 months ago
- We will implement this framework.☆30Updated 2 years ago
- ☆9Updated 2 years ago
- A foundational platform that primarily shares federated learning, differential privacy content☆22Updated last month
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆11Updated last year