ValerianRey / fed_iot_guardLinks
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
☆41Updated last year
Alternatives and similar repositories for fed_iot_guard
Users that are interested in fed_iot_guard are comparing it to the libraries listed below
Sorting:
- FL-based intrusion detection system development using model averaging.☆39Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆29Updated 2 years ago
- Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference…☆125Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆49Updated 9 months ago
- ☆15Updated 6 months ago
- ☆21Updated 10 months ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆22Updated 4 months ago
- A backdoor attack by vulnerability amplification on online machine learning-based network intrusion detection system☆21Updated 4 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆18Updated last year
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆11Updated 2 years ago
- Federated Learning in Network Intrusion Detection☆13Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆12Updated last year
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆46Updated 2 years ago
- source code for USENIX Security paper xNIDS☆46Updated last year
- CICIDS2017 dataset☆71Updated 3 years ago
- ☆14Updated 2 years ago
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 3 years ago
- Journal Article: Telematics and Informatics Reports☆11Updated 2 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
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆34Updated 5 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years ago
- ☆45Updated 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
- 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。☆28Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆180Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆85Updated 2 years ago
- ☆11Updated 3 years ago
- Training of a simple Neural Network model as an Intrusion Detection System for Cybersecurity defense using Federated Learning with the Te…☆17Updated 2 years ago
- Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.☆35Updated 3 years ago