Yasir-ali-farrukh / GNN4IDLinks
GNN4ID: A Toolset for Crafting Graph Neural Network-Based NIDS Datasets
☆17Updated 4 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☆44Updated last year
- ☆25Updated last year
- ☆44Updated 3 years ago
- Towards an Explainable Artificial Intelligence Framework for Enhancing Explainability in Network Intrusion Detection Systems☆16Updated 8 months ago
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆34Updated last month
- This platform is designed and implemented for encrypted traffic classification using deep learning☆15Updated last year
- NEGSC☆37Updated last year
- ☆9Updated 2 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆95Updated 7 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆13Updated 3 years ago
- [AAAI'25] Revolutionizing Encrypted Traffic Classification with MH-Net: A Multi-View Heterogeneous Graph Model☆36Updated 7 months ago
- ☆17Updated last year
- ☆86Updated last year
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆52Updated 2 years ago
- ☆61Updated 7 months ago
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆14Updated last year
- An Intrusion Detection System based on Deep Belief Networks☆84Updated 2 years ago
- Correlation Aware DDoS Detection In IoT Systems☆9Updated 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
- A PyTorch implementation of of Anomal-E.☆34Updated 2 years ago
- ☆28Updated 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
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆113Updated 2 years ago
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆22Updated 10 months ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆56Updated 7 months ago
- ☆47Updated 3 years ago
- ☆9Updated 2 years ago
- ☆13Updated last year
- source code for USENIX Security paper xNIDS☆43Updated 11 months ago