ymirsky / Kitsune-pyLinks
A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)
☆354Updated last year
Alternatives and similar repositories for Kitsune-py
Users that are interested in Kitsune-py are comparing it to the libraries listed below
Sorting:
- KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.☆244Updated last year
- Feature coded UNSW_NB15 intrusion detection data.☆89Updated 7 years ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆186Updated 2 years ago
- Realtime Robust Malicious Traffic Detection via Frequency Domain Analysis☆131Updated last year
- An automatic packet crafting tool for evading learning-based NIDS☆83Updated 3 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆243Updated last year
- Traffic dataset USTC-TFC2016☆145Updated 6 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆162Updated 5 years ago
- CICIDS2017 dataset☆70Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆63Updated 5 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆90Updated last year
- using deep learning to classify the encrypted network traffic☆165Updated 4 years ago
- Machine Learning in Cybersecurity☆86Updated 3 months ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆74Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆41Updated 6 years ago
- ☆88Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆236Updated 2 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☆91Updated 3 years ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is an Ethernet traffic Bi-flow generator and analyzer for anomaly detection that has …☆639Updated last year
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆36Updated 5 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆34Updated 5 years ago
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆90Updated 5 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆126Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆47Updated 6 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆286Updated last year
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Updated 6 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆38Updated 8 years ago