Yasir-ali-farrukh / GNN4IDLinks
GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆21Updated 7 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☆50Updated last year
- ☆47Updated 3 years ago
- ☆28Updated 2 years ago
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆107Updated 10 months ago
- ☆91Updated last year
- source code for USENIX Security paper xNIDS☆56Updated last year
- ☆19Updated last year
- ☆73Updated 11 months ago
- ☆52Updated 4 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆59Updated 10 months ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆117Updated 3 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 3 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆23Updated last year
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆21Updated 11 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆59Updated 2 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆33Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆35Updated 2 years ago
- ☆30Updated last year
- Network System Intrusion Detection using Graph Neural Networks☆19Updated 2 years ago
- NEGSC☆42Updated last year
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆23Updated 10 months ago
- ☆21Updated 5 years ago
- Encrypted Network Traffic Classification using Deep Learning☆58Updated last year
- ☆11Updated 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
- 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
- ☆24Updated 3 years ago