jehalladay / DDoS_Research
Using ML techniques to detect and characterize DDoS traffic using the CIC_DDoS2019 dataset
☆23Updated 2 years ago
Alternatives and similar repositories for DDoS_Research:
Users that are interested in DDoS_Research are comparing it to the libraries listed below
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- DDoS attack detection using BLSTM based RNN☆74Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆83Updated 2 years ago
- Machine Learning in Cybersecurity☆82Updated 6 months 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☆89Updated 2 years ago
- ☆33Updated 2 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆84Updated last year
- Traffic dataset USTC-TFC2016☆130Updated 5 years ago
- CICIDS2017 dataset☆69Updated 3 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆45Updated 10 months ago
- Journal Article: Telematics and Informatics Reports☆11Updated last year
- Adaptive Federated Learning Approach to DDoS attack detection☆46Updated 4 months ago
- A Practical, Lightweight Deep Learning Solution for DDoS Attack Detection☆137Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆165Updated 4 years ago
- IoT networks have become an increasingly valuable target of malicious attacks due to the increased amount of valuable user data they cont…☆25Updated 2 years ago
- 基于机器学习的恶意加密流量监测平台☆132Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆62Updated 4 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…☆10Updated last year
- Simulation of SDN network and generating our own dataset using iperf and hping3 tools. This locally generated dataset is used to train v…☆21Updated 11 months ago
- 网络流量分类对比方法汇总☆171Updated last year
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 6 years ago
- CNN网络入侵检测☆56Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 7 months ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆31Updated 4 years ago
- 基于神经网络的流量异常检测☆132Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆22Updated last year
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆26Updated 3 years ago
- An intelligent classifier based Intrusion Detection System for IoV’s based on Neural Networks like optimized CNN, transfer learning and e…☆18Updated 2 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。☆46Updated 4 years ago
- Thesis research on enhancing Network Intrusion Detection System (NIDS) explainability using Transformers.☆16Updated last year