hymoe / Intrusion-Detection-on-NSL-KDD
Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed using Keras, the deep learning model uses GRU / MLP.
☆28Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for Intrusion-Detection-on-NSL-KDD
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated last year
- Intrusion detection system using CNN and RNN☆22Updated 5 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆66Updated 4 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆30Updated 4 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 4 months ago
- Intrusion Detection System using Machine Learning and Deep Learning☆82Updated 10 months ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 3 years ago
- Deep learning based Intrusion Detection System☆27Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆25Updated 4 years ago
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆13Updated last year
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆41Updated 5 months ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆40Updated 2 months 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☆32Updated 6 years ago
- ☆35Updated 2 years ago
- CNN网络入侵检测☆27Updated 7 months ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆95Updated 2 years ago
- CICIDS2017 dataset☆55Updated 2 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆56Updated 4 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆20Updated last year
- A Deep Learning approach toward creating a NIDS using python☆23Updated last year
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Updated 5 years ago
- Cyber-attack classification in the network traffic database using NSL-KDD dataset☆23Updated 4 years ago
- Using NSL_KDD data☆25Updated 5 years ago
- IoT intrusion Detection Model based on neural network and random forests☆43Updated 6 years ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago