BKCS-HUST / LSTM-MILinks
A LSTM based framework for handling multiclass imbalance in DGA botnet detection
☆22Updated 5 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:
- This program allow you to extract some features from pcap files.☆40Updated 2 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆75Updated last year
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆42Updated 7 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆40Updated last year
- 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
- Encrypted Traffic Classification using Deep Learning☆48Updated 7 years ago
- KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.☆248Updated last year
- 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.…☆42Updated 7 years ago
- Here we try to detect the attack at it's first attempt using machine learning algorithms(Reinforcement l)☆11Updated 5 years ago
- using deep learning to classify the encrypted network traffic☆168Updated 5 years ago
- This is a paper list about Machine Learning for IDSes☆90Updated last year
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆360Updated last year
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆52Updated 5 years ago
- Generative Adversarial Network to generate malware to evade detection☆15Updated 2 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Updated last year
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆16Updated 6 years ago
- Network traffic classifier based on machine learning algorithms☆47Updated 3 years ago
- Encrypted traffic classification use CNN☆35Updated 5 years ago
- Utility for extraction of subset of KDD '99 features from realtime network traffic or .pcap file☆120Updated 5 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Updated 5 years ago
- Detection of malicious domain names using machine learning and deep learning models☆16Updated 7 years ago
- NSL-KDD Dataset☆197Updated 10 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆125Updated 5 years ago
- Attack graph construction and analysis☆36Updated 6 years ago
- Pytorch implementation of deep packet: a novel approach for encrypted traffic classification using deep learning☆243Updated 2 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆174Updated 5 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆79Updated 4 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆26Updated 5 years ago
- Traffic analysis for Tor-based malware detection and classification☆42Updated 2 years ago
- Toolkit for processing PCAP file and transform into image of MNIST dataset☆253Updated last year