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:
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆76Updated 2 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.…☆42Updated 7 years ago
- This program allow you to extract some features from pcap files.☆40Updated 2 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆291Updated 2 years ago
- [TDSC 2021] IntruSion alert-driven Attack Graph Extractor. https://ieeexplore.ieee.org/document/9557854☆40Updated last year
- CSE-CIC-IDS-2018 analyze with Random Forest☆30Updated 4 years ago
- Here we try to detect the attack at it's first attempt using machine learning algorithms(Reinforcement l)☆11Updated 5 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
- Utility for extraction of subset of KDD '99 features from realtime network traffic or .pcap file☆120Updated 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 …☆93Updated 6 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆126Updated 5 years ago
- This is a paper list about Machine Learning for IDSes☆91Updated last year
- IDS Alert Prioritization INSuRE Research Project☆18Updated 6 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆366Updated last year
- IDS abnormal traffic detection tensorflow☆44Updated 6 years ago
- CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) is a network traffic Bi-flow generator and analyzer for anomaly detection that has be…☆195Updated 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☆175Updated 5 years ago
- NSL-KDD Dataset☆201Updated 10 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆170Updated 6 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Updated 7 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 7 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57Updated 6 years ago
- This is a Python version of CICFlowmeter-V4.0 (formerly known as ISCXFlowMeter) - an Ethernet traffic Bi-flow generator and analyzer for …☆81Updated 4 years ago
- Use deep learning to classify the malicious traffic, and use TensorFlow2.0 to carry out it.☆42Updated 5 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 5 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆50Updated last year
- Encrypted traffic classification use CNN☆35Updated 5 years ago
- Network data classifier based on the recurrent neural network.☆20Updated 6 years ago