A Graph Neural Network-based Intrusion Detection System
☆36Aug 12, 2024Updated 2 years ago
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☆27Feb 13, 2025Updated last year
- GraphIDS: Self-supervised GNN for Network Intrusion Detection (NeurIPS 2025)☆61Oct 21, 2026Updated last week
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 8 months ago
- NEGSC☆47May 30, 2024Updated 2 years ago
- ☆10Feb 24, 2020Updated 6 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 Hybrid CNN-LSTM-based Intrusion Detection Approach☆19Jul 27, 2025Updated last year
- ☆54Nov 11, 2021Updated 4 years ago
- Effective Intrusion Detection in Heterogeneous Internet-of-Things Networks via Ensemble Knowledge Distillation-based Federated Learning☆11Nov 27, 2023Updated 2 years ago
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- The pytorch implementation of E-GraphSAGE and E-ResGAT, two solutions for intrusion detection.☆78Oct 11, 2021Updated 5 years ago
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 2 years ago
- FedMSE: Semi-supervised federated learning approach for IoT network intrusion detection☆28Apr 1, 2025Updated last year
- 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
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆26May 26, 2026Updated 5 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Repository for the paper Network Traffic Classification based on Single Flow Time Series Analysis☆11Apr 18, 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
- ☆27Aug 7, 2023Updated 3 years ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆17Jul 31, 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
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆29Sep 10, 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
- ☆108Nov 25, 2023Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 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.
- Integrating CNN-LSTM Networks with Statistical Filtering Techniques for Optimizing IoT Intrusion Detection☆15Aug 28, 2024Updated 2 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 years 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
- A PyTorch implementation of of Anomal-E.☆47Dec 16, 2022Updated 3 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆18Sep 11, 2023Updated 3 years ago
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 4 years ago
- ☆16Sep 10, 2024Updated 2 years ago
- Network System Intrusion Detection using Graph Neural Networks☆23Aug 1, 2023Updated 3 years ago
- Code for the paper: "AOC-IDS: Autonomous Online Framework with Contrastive Learning for Intrusion Detection" (Infocom 2024)☆45Dec 6, 2024Updated last year
- 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.
- 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
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Dec 23, 2023Updated 2 years ago
- ☆10Mar 7, 2023Updated 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
- Federated Learning for Intrusion Detection System using the Flower framework and UNSW_NB15 dataset.☆35Jan 13, 2024Updated 2 years ago
- ☆50Dec 25, 2025Updated 10 months ago
- Implementation of "BiGDN: An End-To-End Influence Maximization Framework Based on Deep Reinforcement Learning and Graph Neural Networks"☆11Jun 4, 2026Updated 4 months ago