yuchengml / MTC
Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.
☆30Updated last year
Alternatives and similar repositories for MTC:
Users that are interested in MTC are comparing it to the libraries listed below
- This platform is designed and implemented for encrypted traffic classification using deep learning☆12Updated last year
- 论文Encrypted Traffic Classification with One-dimensional Convolution Neural Networks的torch实现☆33Updated 2 years ago
- The repository of FastTraffic, A lightweight method for encrypted traffic fast classification.☆15Updated last month
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 10 months ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆29Updated 4 years ago
- ☆40Updated 2 months ago
- ☆24Updated last year
- One Train for Two Tasks: An Encrypted Traffic Classification Framework Using Supervised Contrastive Learning☆37Updated 11 months ago
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆81Updated last year
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- code implementation for paper: A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification☆43Updated last year
- ⼀个有潜⼒的⽹络⼊侵检测算法，引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中，在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆9Updated 11 months ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆36Updated 3 years ago
- WWW'23 Research Paper: TFE-GNN: A Temporal Fusion Encoder Using Graph Neural Networks for Fine-grained Encrypted Traffic Classification☆75Updated last month
- ☆57Updated 2 years ago
- CANET: An Effective CNN-Attention Model for Network Intrusion Detection☆30Updated last year
- : An LLM Approach for Open-Set Encrypted Traffic Classification☆20Updated 2 months ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Protocol-Based Deep Intrusion Detection for DoS and DDoS Attacks Using UNSW-NB15 and Bot-IoT Data-Sets☆20Updated 2 years ago
- Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)☆36Updated 7 months ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆43Updated 5 months ago
- Multitask Learning Approach for Network Traffic Classification☆55Updated 5 years ago
- code repository for the the paper "Encrypted Network Traffic Classification with Higher Order Graph Neural Network"☆27Updated 7 months ago
- ☆18Updated 2 years ago
- 多进程读取pcap，基于五元组分流并提取流量特征。结果输出为csv文件，用于机器学习中对加密流量进行分类☆84Updated 2 years ago
- 🛜→🖼️ Replication of the model set forth in "FlowPic: Encrypted Internet Traffic Classification is as Easy as Image Recognition" by Tal …☆13Updated 4 years ago
- 网络流量分类对比方法汇总☆156Updated last year