XAIseries / LEXNetLinks
LEXNet: A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification
☆18Updated 2 years ago
Alternatives and similar repositories for LEXNet
Users that are interested in LEXNet are comparing it to the libraries listed below
Sorting:
- ☆31Updated 2 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆25Updated last year
- ☆18Updated 2 years ago
- tcbench is a Machine Learning and Deep Learning framework to train model from traffic packet time series or other input representations.☆31Updated last year
- This platform is designed and implemented for encrypted traffic classification using deep learning☆18Updated 2 years ago
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆41Updated 3 years ago
- ☆23Updated 5 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆60Updated 2 years ago
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆117Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆51Updated last year
- A PyTorch implementation of of Anomal-E.☆38Updated 3 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆37Updated 4 years ago
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆26Updated last year
- ☆12Updated last year
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆37Updated 2 years ago
- ☆10Updated 2 years ago
- ☆18Updated last year
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆38Updated 2 years ago
- Implement a VAE to learn a reduced state space representation from the NSL-KDD dataset, capturing essential features of normal network t…☆14Updated last year
- ☆58Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆61Updated last year
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆34Updated 2 years ago
- Improving Transferability of Network Intrusion Detection in a Federated Learning Setup☆13Updated 2 years ago
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆113Updated 5 years ago
- ☆11Updated 2 years ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆98Updated 3 years ago
- Repository for IEEE CCNC'21 paper titled "Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network".☆48Updated 2 years ago
- ☆86Updated last year
- NEGSC☆46Updated last year
- ☆18Updated last year