XAIseries / LEXNet
LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
☆11Updated last year
Alternatives and similar repositories for LEXNet:
Users that are interested in LEXNet are comparing it to the libraries listed below
- ☆24Updated last year
- Official repository for the paper "Problem space structural adversarial attacks for Network Intrusion Detection Systems based on Graph Ne…☆10Updated 6 months ago
- ☆15Updated last year
- A PyTorch implementation of of Anomal-E.☆31Updated 2 years ago
- ☆16Updated 4 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆15Updated last month
- This platform is designed and implemented for encrypted traffic classification using deep learning☆12Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 10 months ago
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆33Updated 2 years ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆37Updated 11 months ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆11Updated last year
- ☆15Updated 7 months ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- NEGSC☆33Updated 8 months ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆43Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆16Updated last year
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆23Updated 2 months ago
- ☆40Updated 2 months ago
- ☆19Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆30Updated last year
- ☆43Updated 3 years ago
- Accurate Mobile-App Fingerprinting Using Flow-level Relationship with Graph Neural Networks☆14Updated 2 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆11Updated last year
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 years ago
- ☆9Updated last year
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆75Updated last month
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆27Updated 7 months ago
- Packet Representation Learning for Traffic Classification☆27Updated 2 months ago