Yasir-ali-farrukh / GNN4IDLinks
GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆21Updated 6 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☆49Updated last year
- ☆28Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Updated 2 years ago
- ☆47Updated 3 years ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- source code for USENIX Security paper xNIDS☆55Updated last year
- ☆21Updated 4 years ago
- ☆89Updated last year
- ☆30Updated last year
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Updated 11 months ago
- ☆73Updated 10 months ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆116Updated 3 years ago
- An Intrusion Detection System based on Deep Belief Networks☆87Updated 3 years ago
- ☆10Updated 2 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆57Updated 2 years ago
- ☆19Updated 3 years ago
- NEGSC☆41Updated last year
- 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
- Payload-Byte is a tool for extracting and labeling packet capture (Pcap) files of modern network intrusion detection datasets.☆43Updated last year
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆58Updated 9 months ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆18Updated 2 years ago
- ☆23Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆58Updated last year
- A PyTorch implementation of of Anomal-E.☆35Updated 2 years ago
- ☆52Updated 3 years ago
- ☆19Updated last year
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 years ago
- ☆11Updated 3 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆104Updated 9 months ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated last year