BKCS-HUST / LSTM-MILinks
A LSTM based framework for handling multiclass imbalance in DGA botnet detection
☆22Updated 4 years ago
Alternatives and similar repositories for LSTM-MI
Users that are interested in LSTM-MI are comparing it to the libraries listed below
Sorting:
- AEIDS is a prototype of anomaly-based intrusion detection system which works by remembering the pattern of legitimate network traffic usi…☆14Updated 5 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆73Updated last year
- Encrypted traffic classification use CNN☆33Updated 4 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆40Updated 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.…☆40Updated 6 years ago
- Traffic dataset USTC-TFC2016☆134Updated 5 years ago
- using deep learning to classify the encrypted network traffic☆160Updated 4 years ago
- Extract Features from suspected DNS Tunneling traffic☆12Updated 8 years ago
- CICIDS2017 dataset☆69Updated 3 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks☆22Updated 6 years ago
- This program allow you to extract some features from pcap files.☆38Updated 2 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆73Updated 3 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆33Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆39Updated 5 years ago
- Deep learning models for network intrusion detection☆36Updated 2 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Updated 6 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆238Updated last year
- 收集了部分将机器学习应用于网络流量分类的论文☆167Updated 4 years ago
- DGA Detection with ML and DL☆48Updated 5 years ago
- Analysis of the ISCX VPN-nonVPN Dataset 2016 for Encrypted Network Traffic Classification☆87Updated last year
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆89Updated 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☆33Updated 6 years ago
- Network data classifier based on the recurrent neural network.☆21Updated 6 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 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆45Updated 6 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆44Updated 8 months ago
- The project is to detect malware traffic in TLS flows using ML☆35Updated 5 years ago
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆50Updated 4 years ago