jones5am / Network_DOS_Attack_Detection
Using the 1998 DARPA Intrusion Detection Evaluation dataset I configured a Random Forest model for anomaly detection
☆12Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for Network_DOS_Attack_Detection
- get pcap feature☆10Updated 6 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆25Updated 4 years ago
- I have tried some of the machine learning and deep learning algorithm for IDS 2017 dataset. The link for the dataset is here: http://www.…☆39Updated 6 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Updated 6 years ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Enhancing Robustness Against Adversarial Examples in Network Intrusion Detection Systems☆16Updated 3 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- Extracting data and analyzing the network traffic flow☆12Updated 6 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。☆42Updated 4 years ago
- FS-Net: A Flow Sequence Network For Encrypted Traffic Classification☆44Updated 4 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- Deep Learning model for analysis and identify the application for given Teletraffic pattern. 1D convolution and FFN models using for this…☆17Updated 3 years ago
- Encrypted Traffic classification☆17Updated 4 years ago
- ☆42Updated 3 years ago
- Source code for the paper: Adaptive Clustering-based Malicious Traffic Classification at the Network Edge (https://homepages.inf.ed.ac.uk…☆31Updated 3 years ago
- Encrypted traffic classification use CNN☆33Updated 3 years ago
- Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks☆20Updated 5 years ago
- Interpreting and Improving Deep Learning-based Anomaly Detection in Security Applications (CCS'21)☆71Updated 2 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆26Updated 5 years ago
- manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUAn Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆32Updated 6 years ago
- CICIDS2017 dataset☆55Updated 2 years ago
- EBSNN: Extended Byte Segment Neural Network for Network Traffic Classification☆13Updated 3 years ago
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 7 months ago
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 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
- Code for “MaMPF: Encrypted Traffic Classification Based on Multi-Attribute Markov Probability Fingerprints”☆19Updated 4 years ago
- ☆15Updated last year
- 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☆78Updated 2 years ago