GraphIDS: Self-supervised GNN for Network Intrusion Detection (NeurIPS 2025)
☆56Aug 16, 2026Updated last month
Alternatives and similar repositories for GraphIDS
Users that are interested in GraphIDS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Graph Neural Network-based Intrusion Detection System☆38Aug 12, 2024Updated 2 years ago
- GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets☆32Feb 23, 2026Updated 7 months ago
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆26May 26, 2026Updated 4 months ago
- Code for the paper: "Continual Learning with Strategic Selection and Forgetting for Network Intrusion Detection" (Infocom 2025)☆30Aug 28, 2025Updated last year
- Network Intrusion Detection using GNN☆27Feb 13, 2025Updated last year
- 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.
- The Unified Multimodal NIDS Dataset Tool performs the standardization of network intrusion detection datasets by extracting comprehensive…☆16Jan 22, 2025Updated last year
- A Real-Time Network Intrusion Detection System based on Transformer-LSTM model (Major Project)☆16May 27, 2024Updated 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
- A curation of awesome papers, datasets and tools about network traffic analysis.☆196Apr 27, 2026Updated 5 months ago
- [AAAI'25] Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model☆79Dec 7, 2025Updated 10 months ago
- ☆17Dec 30, 2023Updated 2 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Apr 18, 2023Updated 3 years ago
- Configuration Example Generalizing Synthesizer☆17Jun 12, 2025Updated last year
- ☆27Aug 7, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- A PyTorch implementation of of E-GraphSAGE.☆108Jun 30, 2022Updated 4 years ago
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆140Oct 19, 2023Updated 2 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆144Jan 8, 2025Updated last year
- 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
- heiFIP: A tool to convert network traffic into images for ML use cases☆29Mar 27, 2026Updated 6 months ago
- In-network detection of network attacks using Random Forests and P4☆28Dec 22, 2023Updated 2 years ago
- This repository includes code for the AutoML-based IDS and adversarial attack defense case studies presented in the paper "Enabling AutoM…☆46Aug 25, 2026Updated last month
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆19May 29, 2023Updated 3 years ago
- CANTransfer: Transfer learning based intrusion detection on a controller area network using convolutional LSTM network☆17Sep 21, 2020Updated 6 years ago
- 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.
- A Few-shot Based Model-Agnostic Meta-Learning for Intrusion Detection in Security of Internet of Things☆20Jan 7, 2026Updated 9 months ago
- "CAN bus intrusion detection based on auxiliary classifier GAN and out-of-distribution detection" Code, move from github.com/leyiweb/CAN_…☆20Oct 2, 2025Updated last year
- ☆19Mar 18, 2021Updated 5 years ago
- 基于动态图神经网络的异常流量检测方法☆49May 23, 2023Updated 3 years ago
- ☆13Jan 19, 2024Updated 2 years ago
- Network System Intrusion Detection using Graph Neural Networks☆23Aug 1, 2023Updated 3 years ago
- Detection of Unknown Attacks: A Gaussian Prototype-Aided Variational Autoencoder Framework☆18Sep 26, 2025Updated last year
- Code for the IEEE IoTJ paper "Semi-Supervised Federated Learning Based Intrusion Detection Method for Internet of Things"☆36Dec 18, 2022Updated 3 years ago
- This repository includes code for the paper "Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion D…☆34Nov 8, 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.
- A framework for building provenance-based intrusion detection systems with neural networks (KDD'26, USENIX Sec'25)☆138Oct 2, 2026Updated last week
- ☆18Apr 1, 2025Updated last year
- Implementation of Large Margin aware Focal (LMF) loss☆22Apr 24, 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 Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years ago
- This project aims to analyze and classify a real network traffic dataset to detect malicious/benign traffic records. It compares and tune…☆24May 1, 2024Updated 2 years ago
- Flowrest: in-switch flow-level classification with random forests☆39Feb 2, 2026Updated 8 months ago