GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆32Feb 23, 2026Updated 8 months ago
Alternatives and similar repositories for GNN4ID
Users that are interested in GNN4ID are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- A Graph Neural Network-based Intrusion Detection System☆36Aug 12, 2024Updated 2 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
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 years ago
- GraphIDS: Self-supervised GNN for Network Intrusion Detection (NeurIPS 2025)☆63Oct 21, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Network Intrusion Detection using GNN☆27Feb 13, 2025Updated 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
- ☆24Aug 8, 2022Updated 4 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 3 years ago
- NEGSC☆47May 30, 2024Updated 2 years ago
- A Python-based project for network intrusion detection using various deep learning models (LSTM, GRU, CNN-LSTM, BiLSTM). It includes data…☆10Nov 11, 2024Updated last year
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- KG-ID_Knowledge_Graph_Based_Intrusion_Detection_On_In_Vehicle_Network☆10Jul 27, 2024Updated 2 years ago
- An Attentive Graph Agent for Topology-Adaptive Cyber Defence☆11Jan 12, 2026Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis☆11Apr 18, 2024Updated 2 years ago
- A curation of awesome papers, datasets and tools about network traffic analysis.☆202Apr 27, 2026Updated 6 months ago
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆28Apr 1, 2025Updated last year
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆19May 28, 2025Updated last year
- source code for USENIX Security paper xNIDS☆61Aug 27, 2024Updated 2 years ago
- ☆22Oct 22, 2024Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆19Oct 7, 2023Updated 3 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆39Mar 3, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A PyTorch implementation of of Anomal-E.☆47Dec 16, 2022Updated 3 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 4 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆26Nov 30, 2024Updated last year
- ☆19Apr 1, 2025Updated last year
- ☆11Oct 7, 2023Updated 3 years ago
- ☆14Sep 27, 2025Updated last year
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆16Mar 5, 2025Updated last year
- 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
- This is the implementation of the thesis for the Computer Science Master from the Technical University of Denmark (DTU).☆10Apr 21, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Sep 20, 2024Updated 2 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 4 years ago
- ☆58Dec 8, 2022Updated 3 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
- ☆10Feb 24, 2020Updated 6 years ago
- Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning☆11Nov 27, 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