vanlalruata / A-Novel-Two-Stage-Deep-Learning-Model-for-Network-Intrusion-Detection
Journal Article: IEEE Access
☆10Updated last year
Related projects ⓘ
Alternatives and complementary repositories for A-Novel-Two-Stage-Deep-Learning-Model-for-Network-Intrusion-Detection
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆20Updated 4 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 using CNN and RNN☆22Updated 5 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆13Updated last year
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆16Updated 3 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆11Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆80Updated 10 months ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 3 years ago
- IoT networks have become an increasingly valuable target of malicious attacks due to the increased amount of valuable user data they cont…☆25Updated 2 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 4 months ago
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 2 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆29Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆27Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆71Updated 4 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆28Updated 4 years ago
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆32Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆139Updated last year
- Deep learning based Intrusion Detection System☆27Updated 4 years ago
- CICIDS2017 dataset☆54Updated 2 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆40Updated 4 months ago
- Reproduce the code of papers related to the field of NIDS(network intrusion detection system).入侵检测领域的相关论文复现/适配本地PC后的代码.☆23Updated 3 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆35Updated last year
- Codes for the paper entitled "Optimization of Predictive Performance of Intrusion Detection System Using Hybrid Ensemble Model for Secure…☆12Updated last year
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆40Updated last month
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆11Updated last year
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆94Updated 2 years ago