Scorks / GAN_DRL_IDS
Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks
☆40Updated last month
Related projects ⓘ
Alternatives and complementary repositories for GAN_DRL_IDS
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆65Updated 4 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- ☆34Updated 2 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆80Updated 10 months ago
- Generative adversarial networks for Network Intrusion Benchmark datasets☆28Updated 3 months ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆94Updated 2 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆17Updated 4 years ago
- Intrusion Detection System (Classifier) Using CIC IDS 2017 Datasets☆12Updated 3 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆29Updated 4 years ago
- A Deep Learning Based Intrusion Detection System for IIoT Networks☆10Updated 4 months ago
- CNN网络入侵检测☆24Updated 6 months ago
- ☆19Updated last year
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆42Updated 4 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆42Updated 3 years ago
- DISEÑO Y EVALUACIÓN DE REDES NEURONALES CONVOLUCIONALES PARA UN SISTEMA DE DETECCIÓN DE INTRUSIONES☆13Updated 4 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
- Intrusion detection system using CNN and RNN☆22Updated 5 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆28Updated last year
- An intrusion detection system model developed using CNN and Bi-LSTM.☆12Updated 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
- An Intrusion Detection System based on Deep Belief Networks☆73Updated 2 years ago
- Using Wasserstein Generative Adversarial Network to fool intrusion detection systems (IDS) into believing that malicious traffic is norma…☆49Updated last year
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 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
- Development of a transfer learning system for the detection of cyber-attacks in 5G and IoT networks. Transfer learning will improve the a…☆13Updated 2 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆27Updated 4 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。☆41Updated 4 years ago