locnguyen21 / Deep-Learning-for-IDSLinks
Using NSL_KDD data
☆29Updated 6 years ago
Alternatives and similar repositories for Deep-Learning-for-IDS
Users that are interested in Deep-Learning-for-IDS are comparing it to the libraries listed below
Sorting:
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆74Updated 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.…☆42Updated 7 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Updated 6 years ago
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆45Updated 6 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Updated 5 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆33Updated 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 7 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Updated 6 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆267Updated 5 years ago
- Attention Model for Network Intrusion Detection☆18Updated 6 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆35Updated 5 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆47Updated 5 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆49Updated last year
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆100Updated 6 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Updated 7 years ago
- Basic Machine learning projects and assignments done by me.☆32Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆35Updated 5 years ago
- 这是一个封装了KDDCup99、NSL-KDD、UNSW-NB15等入侵监测数据集的Python包。☆48Updated 5 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- Intrusion detection system using CNN and RNN☆24Updated 6 years ago
- Deep Learning based Intrusion Detection on NSL-KDD Dataset☆14Updated 6 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆54Updated 6 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 6 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 5 years ago