AidenZhang1998 / Network-traffic-classificationLinks
《基于卷积神经网络(CNN)的网络流量分类》优秀本科毕设相关文档
☆69Updated 4 years ago
Alternatives and similar repositories for Network-traffic-classification
Users that are interested in Network-traffic-classification are comparing it to the libraries listed below
Sorting:
- 🎈 2020年中国高校计算机大赛(C4)-网络技术挑战赛EP2决赛赛项:基于CNN+LSTM时空神经网络的在线流量分类模型。☆52Updated 2 years ago
- 基于神经网络的流量异常检测☆139Updated 5 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆83Updated 5 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆169Updated 5 years ago
- 使用卷积神经网络进行网络入侵检测,正确率可达99.5%☆187Updated 6 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☆92Updated 3 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆26Updated 3 years ago
- CNN网络入侵检测☆56Updated last year
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆114Updated 2 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆23Updated 2 years ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆26Updated 4 years ago
- Journal Article: Telematics and Informatics Reports☆11Updated 2 years ago
- using deep learning to classify the encrypted network traffic☆165Updated 4 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- ☆154Updated 2 years ago
- Encrypted traffic classification use CNN☆34Updated 4 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆34Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆85Updated 2 years ago
- CICIDS2017 dataset☆71Updated 3 years ago
- 机器学习/深度学习实现入侵检测项目☆55Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆89Updated last year
- 网络流量分类对比方法汇总☆185Updated 3 months ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆241Updated last year
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆16Updated 2 years ago
- IDS abnormal traffic detection tensorflow☆41Updated 6 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆47Updated 5 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆47Updated last year