Yasir-ali-farrukh / GNN4IDLinks
GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆17Updated 5 months ago
Alternatives and similar repositories for GNN4ID
Users that are interested in GNN4ID are comparing it to the libraries listed below
Sorting:
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆45Updated last year
- ☆26Updated last year
- NEGSC☆38Updated last year
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- [AAAI'25] Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model☆40Updated 8 months ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆100Updated 8 months ago
- ☆29Updated last year
- ☆18Updated last year
- ☆19Updated 4 years ago
- ☆88Updated last year
- source code for USENIX Security paper xNIDS☆49Updated last year
- This platform is designed and implemented for encrypted traffic classification using deep learning☆15Updated last year
- ☆65Updated 9 months ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆20Updated 9 months ago
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆40Updated 2 months ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆58Updated 8 months ago
- ☆46Updated 3 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆55Updated 2 years ago
- ☆22Updated 3 years ago
- ☆49Updated 3 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆13Updated last year
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆14Updated last year
- ☆14Updated last year
- A PyTorch implementation of of E-GraphSAGE.☆90Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆55Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆113Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆13Updated 3 years ago
- ☆13Updated 4 years ago
- Accurate Mobile-App Fingerprinting Using Flow-level Relationship with Graph Neural Networks☆26Updated 3 years ago
- PyTorch implementation of the paper "Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta…☆19Updated last year