FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection
☆28Apr 1, 2025Updated last year
Alternatives and similar repositories for fedmse
Users that are interested in fedmse are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning☆11Nov 27, 2023Updated 2 years ago
- 基于联邦学习和深度残差网络的sdn入侵检测研究☆18Jun 17, 2024Updated 2 years ago
- ☆19Apr 1, 2025Updated last year
- ☆50Dec 25, 2025Updated 10 months ago
- Journal Article: Telematics and Informatics Reports☆15Jun 18, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Federated Learning in Network Intrusion Detection☆16Feb 22, 2023Updated 3 years ago
- ☆24Aug 8, 2022Updated 4 years ago
- ☆17May 9, 2024Updated 2 years ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆31Aug 28, 2025Updated last year
- ☆22Oct 22, 2024Updated 2 years ago
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆14Aug 21, 2021Updated 5 years ago
- A novel Intrusion Detection and Prevention System (IDPS) using Deep Reinforcement Learning (DRL) for IoT networks. This project detects a…☆14Oct 13, 2024Updated 2 years ago
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆36Dec 18, 2022Updated 3 years ago
- A Graph Neural Network-based Intrusion Detection System☆36Aug 12, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆11Jul 11, 2023Updated 3 years ago
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆189Apr 5, 2026Updated 7 months ago
- Helios: Learning and Adaptation of Matching Rules for Continual In-Network Malicious Traffic Detection, WWW 2025☆14May 4, 2025Updated last year
- Convolutional Neural Network (CNN) for network intrusion☆25Updated this week
- NEGSC☆47May 30, 2024Updated 2 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 8 months ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆25Nov 16, 2023Updated 2 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Feb 15, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- This is the official implementation of the paper "SnifferDog: Comprehensively Learning Heterogeneous Features of Network Traffic to Ident…☆22Nov 6, 2025Updated last year
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 3 years ago
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆52Jul 12, 2024Updated 2 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 4 years ago
- Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis☆11Apr 18, 2024Updated 2 years ago
- ☆27Aug 7, 2023Updated 3 years ago
- CNN网络入侵检测☆58Apr 12, 2024Updated 2 years ago
- ☆14Apr 26, 2022Updated 4 years ago
- PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS☆15Jun 28, 2023Updated 3 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Modified version of USTC-TK2016: Toolkit for processing PCAP file and transform into image data for training☆12Feb 4, 2022Updated 4 years ago
- ModbusTCP Fuzzing and DoS Tool.☆11Aug 8, 2020Updated 6 years ago
- Network Traffic Classification with Graph Neural Networks☆14Nov 4, 2023Updated 3 years ago
- This implementation for the paper: Learning Neural Representations for Network Anomaly Detection. If you have questions, please do not he…☆18Aug 20, 2019Updated 7 years ago
- KG-ID_Knowledge_Graph_Based_Intrusion_Detection_On_In_Vehicle_Network☆10Jul 27, 2024Updated 2 years ago
- ☆108Nov 25, 2023Updated 2 years ago
- LiPar: A Lightweight Parallel Learning Model for Practical In-Vehicle Network Intrusion Detection (arXiv:2311.08000v2)☆27Nov 22, 2025Updated 11 months ago