GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆32Feb 23, 2026Updated 4 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
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆52Jul 12, 2024Updated last year
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆26Nov 30, 2024Updated last year
- This platform is designed and implemented for encrypted traffic classification using deep learning☆19Oct 7, 2023Updated 2 years ago
- [CAC2023] Bilateral Network with Residual U-blocks and Dual-Guided Attention for Real-time Semantic Segmentation☆11Nov 28, 2024Updated last year
- 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.
- ☆16Feb 26, 2025Updated last year
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 years ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated last year
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆26Apr 1, 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
- 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
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆44Dec 24, 2023Updated 2 years ago
- source code for USENIX Security paper xNIDS☆61Aug 27, 2024Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆38Mar 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.
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years ago
- NEGSC☆48May 30, 2024Updated 2 years ago
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 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
- ☆20Jul 10, 2024Updated last year
- ☆58Dec 8, 2022Updated 3 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
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 2024Updated last year
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆59Nov 5, 2025Updated 8 months 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.
- This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion D…☆33Nov 8, 2024Updated last year
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- Hybrid approach combining LSTM and Graph Convolutional Networks (GCN) for real-time anomaly detection in dynamic computer network data.☆11Jun 14, 2025Updated last year
- ☆100Dec 14, 2024Updated last year
- Download UNSW-NB15 and CIC-IDS2017 Datasets for Network Intrusion Detection (NIDS)☆33Aug 2, 2023Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 5 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆58Mar 2, 2024Updated 2 years ago
- Official code for the paper entitled "Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense"☆16Apr 10, 2025Updated last year
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 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.
- ☆12Jun 19, 2024Updated 2 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated last year
- Netgpt: Generative pretrained transformer for network traffic☆34Jan 10, 2025Updated last year
- ☆104Nov 25, 2023Updated 2 years ago
- ☆36Oct 14, 2023Updated 2 years ago
- Code for PAKDD 2023 paper: TSI-GAN: Unsupervised Time Series Anomaly Detection using Convolutional Cycle-Consistent Generative Adversaria…☆10Nov 29, 2024Updated last year
- Sabonis, a Digital Forensics and Incident Response pivoting tool☆20Mar 3, 2022Updated 4 years ago