dino-chiio / fedmseLinks
FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection
☆24Updated 8 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.☆40Updated 2 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆20Updated last year
- ☆15Updated last year
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆29Updated 2 years ago
- ☆20Updated 3 years ago
- Journal Article: Telematics and Informatics Reports☆11Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆28Updated last year
- ☆47Updated 3 years ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- ☆11Updated 3 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 years ago
- ☆22Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆37Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆52Updated last year
- source code for USENIX Security paper xNIDS☆58Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆51Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆18Updated 2 years ago
- Network Traffic Classification with Graph Neural Networks☆11Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆29Updated last year
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆24Updated 8 months ago
- Detection of IoT devices infected by malwares from their network communications, using federated machine learning☆40Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 3 years ago
- Source code for paper "Multi-Classification In-Vehicle Intrusion Detection System using Packet- and Sequence-Level Characteristics from T…☆38Updated 7 months ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆195Updated 2 years ago