dino-chiio / fedmseLinks
FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection
☆25Updated 9 months ago
Alternatives and similar repositories for fedmse
Users that are interested in fedmse are comparing it to the libraries listed below
Sorting:
- FL-based intrusion detection system development using model averaging.☆41Updated 3 years ago
- ☆20Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆21Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆29Updated 2 years ago
- ☆18Updated last year
- Network Traffic Classification with Graph Neural Networks☆11Updated 2 years ago
- ☆11Updated 4 years ago
- ☆10Updated 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
- Journal Article: Telematics and Informatics Reports☆11Updated 2 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆27Updated 9 months ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆41Updated 9 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆51Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆34Updated 2 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆15Updated 3 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆31Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆53Updated 3 weeks ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Updated last year
- 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
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆26Updated last year
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆19Updated 2 years ago
- ☆24Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆90Updated 3 years ago
- ☆48Updated 3 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆38Updated 2 years ago
- ☆31Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago