MysteryObstacle / LambertLinks
Leveraging Attention Mechanisms to improve the BERT fine-tuning model for encrypted traffic classification
☆16Updated last year
Alternatives and similar repositories for Lambert
Users that are interested in Lambert are comparing it to the libraries listed below
Sorting:
- ☆61Updated 7 months ago
- 网络流量分类对比方法汇总☆184Updated 2 months ago
- Materials about Encrypted Traffic Analysis☆197Updated last week
- [WWW'23] TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆96Updated 7 months ago
- ☆60Updated 6 months ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆52Updated 2 years ago
- The repository of ET-BERT, a network traffic classification model on encrypted traffic. The work has been accepted as The Web Conference …☆507Updated 3 months ago
- Encrypted Network Traffic Classification using Deep Learning☆52Updated last year
- Efficient Network Traffic Classification via Pre-training Unidirectional Mamba☆129Updated 4 months ago
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆44Updated last year
- Code for the AAAI'23 paper "Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Represen…☆106Updated last year
- This platform is designed and implemented for encrypted traffic classification using deep learning☆15Updated last year
- Code for “FS-Net: A Flow Sequence Network For Encrypted Traffic Classification”☆98Updated 5 years ago
- Traffic dataset USTC-TFC2016☆144Updated 6 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆20Updated 7 months ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆233Updated 2 years ago
- ☆25Updated last year
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆37Updated 2 years ago
- Low-Quality Training Data Only? A Robust Framework for Detecting Encrypted Malicious Network Traffic☆56Updated 7 months ago
- T. Shapira and Y. Shavitt, "FlowPic: A Generic Representation for Encrypted Traffic Classification and Applications Identification," in I…☆87Updated 3 years ago
- ☆11Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- ☆10Updated last year
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆242Updated last year
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆35Updated last year
- 本项目旨在设计和实现一个基于深度学习的加密恶意流量检测系统。通过将网络流量数据转换为图像数据,并利用图像分类模型进行检测,该系统能够有效地检测加密恶意流量。在数据集选取上使用了包含加密恶意和正常流量的数据集,以更好地反映实际网络环境中的特征和行为模式。在数据预处理方面,通过…☆10Updated last year
- It is a network traffic classifier based on deep learning.☆46Updated last year
- Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.☆36Updated last year
- Implementation of AppScanner☆43Updated 3 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆113Updated 2 years ago