GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆32Feb 23, 2026Updated 6 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☆38Aug 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)☆50Aug 16, 2026Updated 3 weeks ago
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- 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.
- 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
- ☆24Aug 8, 2022Updated 4 years ago
- A curation of awesome papers, datasets and tools about network traffic analysis.☆197Apr 27, 2026Updated 4 months ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆16Jul 31, 2024Updated 2 years ago
- 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
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- ☆16Feb 26, 2025Updated last year
- This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion D…☆34Nov 8, 2024Updated last year
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years 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.
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆38Mar 3, 2023Updated 3 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆19Oct 7, 2023Updated 2 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- ☆18Apr 1, 2025Updated last year
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆15Mar 5, 2025Updated last year
- ☆14Sep 27, 2025Updated 11 months ago
- Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)☆33Aug 2, 2023Updated 3 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years 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.
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- Replication of Jay Sinha's Efficient Deep CNN-BiLSTM model for network intrusion detection using NSL-KDD and UNSW-NB15 datasets to unders…☆18Aug 25, 2024Updated 2 years ago
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆44Dec 24, 2023Updated 2 years ago
- This repository presents the implemetation of a highly optimized Deep Transfer Learning (DTL) and Genetic Algorithm (GA) based intrusion …☆26Nov 16, 2023Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆26Apr 1, 2025Updated last year
- About the code release for "Federated PCA on Grassmann Manifold for IoT Anomaly Detection" ToN2024☆20May 28, 2025Updated last year
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆25May 26, 2026Updated 3 months ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆58Mar 2, 2024Updated 2 years 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.
- Federated Learning in Network Intrusion Detection☆15Feb 22, 2023Updated 3 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆156Apr 29, 2024Updated 2 years ago
- ☆13Nov 20, 2023Updated 2 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 years ago
- ☆22Oct 22, 2024Updated last year
- 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