daetz-coder / CIC-DDoS2019-DetectionLinks
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,结果可视化 Data and Results Visualization
☆17Updated last year
Alternatives and similar repositories for CIC-DDoS2019-Detection
Users that are interested in CIC-DDoS2019-Detection are comparing it to the libraries listed below
Sorting:
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆32Updated 3 years ago
- An Intrusion Detection System based on Deep Belief Networks☆90Updated 3 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Updated 3 years ago
- ☆48Updated 3 years ago
- ☆99Updated 2 years ago
- 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…☆13Updated last year
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆13Updated 5 years ago
- Extract network flow features from PCAP files for machine learning and network analysis☆92Updated 2 months ago
- CICIDS2017 dataset☆70Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 5 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆44Updated 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。☆52Updated 5 years ago
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- Journal Article: Telematics and Informatics Reports☆11Updated 2 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57Updated 6 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
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆198Updated 2 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆81Updated 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☆75Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆40Updated 5 years ago
- ☆89Updated last year
- This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showca…☆106Updated 2 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Updated 5 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated 2 years ago
- A PyTorch implementation of of Anomal-E.☆40Updated 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
- 🎈 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。☆53Updated 2 years ago
- The proposed hybrid IDS is tested on two public network datasets, the CSE-CIC-IDS2018 and the TON IoT datasets, representing internal and…☆15Updated 3 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Updated last year
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago