cracer / CNN-LSTM-Flow-AnalysisLinks
基于CNN+LSTM时空神经网络的在线流量分类模型
☆13Updated 3 years ago
Alternatives and similar repositories for CNN-LSTM-Flow-Analysis
Users that are interested in CNN-LSTM-Flow-Analysis are comparing it to the libraries listed below
Sorting:
- 基于神经网络的流量异常检测☆144Updated 5 years ago
- 《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☆70Updated 4 years ago
- ☆155Updated 2 years ago
- 🎈 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
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆82Updated 5 years ago
- 基于动态图神经网络的异常流量检测方法☆49Updated 2 years ago
- 基于机器学习的恶意加密流量监测平台☆140Updated 4 years ago
- 基于半监督深度学习的木马流量检测方法☆28Updated 2 years ago
- 机器学习/深度 学习实现入侵检测项目☆53Updated 2 years ago
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆36Updated 3 years ago
- 使用机器学习的恶意加密流量识别系统☆48Updated last year
- 使用卷积神经网络进行网络入侵检测,正确率可达99.5%☆190Updated 6 years ago
- 在当前的数字时代,随着网络攻击日益复杂和频繁,网络安全成为了保障信息安全的重中之重。尤其是在网络入侵检测领域,传统的基于规则的检测方法已经难以应对日新月异的攻击技术。因此,利用深度学习技术进行网络入侵检测成为了研究的新趋势。本项目旨在开发一种基于卷积神经网络(CNN)和Tr…☆32Updated last year
- 数据清洗与合并 Data Cleaning and Merging ; 机器学习模型 Machine Learning Models; 深度学习模型 Deep Learning Models ;PCA, t-SNE分析 PCA, t-SNE Analysis; 数据,结…☆16Updated last year
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆18Updated 2 years ago
- CNN网络入侵检测☆56Updated last year
- ☆13Updated 2 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆115Updated 2 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆28Updated 3 years ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 3 years ago
- 基于 CNN + LSTM 的网络流量检测☆23Updated 2 years ago
- An Intrusion Detection System based on Deep Belief Networks☆87Updated 2 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- 基于Vue2+Django+LogisticRegressionCV,KDD-CUP99的网络入侵检测☆14Updated 3 years ago
- the DL methods used are : DNN, CNN, LSTM, GRU, CNN-LSTM, CNN-GRU, CNN-BiLSTM, CNN-BiGRU, the dataset used is : imbalanced NSL-KDD (KDDTra…☆46Updated 3 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆171Updated 5 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
- A Deep Learning approach toward creating a NIDS using python☆25Updated 2 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Updated 2 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