XAIseries / LEXNet
LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for LEXNet
- ☆19Updated last year
- ☆15Updated last year
- ☆14Updated 4 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆12Updated 4 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
- Accurate Mobile-App Fingerprinting Using Flow-level Relationship with Graph Neural Networks☆14Updated 2 years ago
- Packet Representation Learning for Traffic Classification☆27Updated last year
- A PyTorch implementation of of Anomal-E.☆30Updated last year
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆11Updated 10 months ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆38Updated last year
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆23Updated this week
- NEGSC☆29Updated 5 months ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 7 months ago
- The SJTU-AN21 dataset is an anonymity network dataset generated by ten anonymity services.☆10Updated last year
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆25Updated 4 months ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆65Updated 8 months ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆13Updated 3 years ago
- A PyTorch implementation of of E-GraphSAGE.☆75Updated 2 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆27Updated last year
- It is a network traffic classifier based on deep learning.☆43Updated 8 months ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆32Updated 3 years ago
- ☆16Updated 3 weeks ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆38Updated 4 months ago
- Implementation of AppScanner☆40Updated 2 years ago
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆32Updated last year
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- ☆33Updated 7 months ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Code for paper: Contrastive Learning Enhanced Intrusion Detection☆15Updated last year