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:
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆46Updated 11 months 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.…☆41Updated 6 years ago
- This program allow you to extract some features from pcap files.☆40Updated 2 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆37Updated last year
- Utility for extraction of subset of KDD '99 features from realtime network traffic or .pcap file☆120Updated 5 years ago
- CICIDS2017 dataset☆71Updated 3 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
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆35Updated 5 years ago
- Encrypted Traffic Classification using Deep Learning☆46Updated 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
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆126Updated 4 years ago
- using deep learning to classify the encrypted network traffic☆165Updated 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
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆40Updated 5 years ago
- IDS abnormal traffic detection tensorflow☆41Updated 6 years ago
- This repository contains the code used and developed during a master thesis at DTU Compute in 2018☆43Updated 7 years ago
- Attack graph construction and analysis☆35Updated 6 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- 收集了部分将机器学习应用于网络流量分类的论文☆169Updated 5 years ago
- Original implementation and resources of DeepCASE as in the S&P '22 paper☆94Updated 2 years ago
- Network traffic classifier based on machine learning algorithms☆44Updated 3 years ago
- [ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection☆166Updated 2 years ago
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆52Updated 5 years ago
- This is a paper list about Machine Learning for IDSes☆89Updated last year
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆38Updated 8 years ago
- Generative Adversarial Network to generate malware to evade detection☆16Updated 2 years ago
- Detection of malicious domain names using machine learning and deep learning models☆16Updated 6 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆352Updated last year
- dataset of encrypted network traffic☆12Updated 7 years ago