A Graph Neural Network-based Intrusion Detection System
☆38Aug 12, 2024Updated last year
Alternatives and similar repositories for GNN-IDS
Users that are interested in GNN-IDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Network Intrusion Detection using GNN☆28Feb 13, 2025Updated last year
- GraphIDS: Self-supervised GNN for Network Intrusion Detection (NeurIPS 2025)☆48Updated this week
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 5 months ago
- A Hybrid CNN-LSTM-based Intrusion Detection Approach☆18Jul 27, 2025Updated 11 months ago
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆25May 26, 2026Updated 2 months ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆15Jul 31, 2024Updated last year
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆29Aug 28, 2025Updated 10 months ago
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆80Oct 11, 2021Updated 4 years ago
- ☆54Nov 11, 2021Updated 4 years ago
- NEGSC☆48May 30, 2024Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- ☆25Aug 7, 2023Updated 2 years ago
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 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.
- 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
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 2 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆42Dec 6, 2024Updated last year
- ☆16Sep 10, 2024Updated last year
- Intrusion Detection System, IDS，Cyberattack Detection，Pytorch，Transformer☆11Oct 17, 2022Updated 3 years ago
- ☆105Nov 25, 2023Updated 2 years ago
- Application of novel EC-GAN method on Network Intrusion Detection☆25Dec 24, 2021Updated 4 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 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.
- ☆10Mar 7, 2023Updated 3 years ago
- Federated Learning in Network Intrusion Detection☆15Feb 22, 2023Updated 3 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
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆206Apr 20, 2026Updated 3 months ago
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆16May 29, 2023Updated 3 years ago
- ☆19Mar 18, 2021Updated 5 years ago
- Flash-IDS is an open-source system developed by the DART Laboratory for advanced intrusion detection using provenance graph representatio…☆10May 15, 2024Updated 2 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 5 years ago
- ☆13Oct 19, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Jan 2, 2025Updated last year
- This repo includes the necessary files to use rate-adaptive protograph-based raptor-like LDPC codes designed for information reconciliati…☆10Jun 4, 2024Updated 2 years ago
- ☆20Jul 10, 2024Updated 2 years ago
- Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning☆30Oct 30, 2022Updated 3 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆58Mar 2, 2024Updated 2 years ago
- TensorFlow 2 implementation of Wasserstein Conditional GAN with Gradient Penalty (WCGAN-GP) for synthetic data generation☆22Jan 31, 2022Updated 4 years ago
- ☆13Jan 19, 2024Updated 2 years ago