chenxu93 / abnormal-traffic
IDS abnormal traffic detection tensorflow
☆37Updated 5 years ago
Related projects: ⓘ
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆95Updated last year
- 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
- Intrusion Detection System using Machine Learning and Deep Learning☆77Updated 8 months ago
- Deep learning models for network intrusion detection☆32Updated last year
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆64Updated 3 years ago
- Intrusion Detection System using Deep Reinforcement Learning and Generative Adversarial Networks☆38Updated 2 years ago
- ☆30Updated 2 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆26Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆70Updated last year
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆31Updated 3 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆16Updated 4 years ago
- Using PyTorch to train kddcup99 dataset with convolutional neural networks.☆52Updated 5 years ago
- CICIDS2017 dataset☆49Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 4 years ago
- 使用贝叶斯、神经网络、KNN进行入侵检测（KDD-CUP99）☆70Updated 4 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆23Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆27Updated 4 years ago
- Network Intrusion Detection System(Abnormal Detection)☆11Updated 4 years ago
- 多进程读取pcap，基于五元组分流并提取流量特征。结果输出为csv文件，用于机器学习中对加密流量进行分类☆72Updated 2 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆76Updated 6 years ago
- Anomaly based Instrusion Detection System using RNN-LSTMs. Datasets include NSL-KDD and UNSW-NB15.☆29Updated 4 years ago
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆39Updated 3 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆39Updated 3 months ago
- DISEÑO Y EVALUACIÓN DE REDES NEURONALES CONVOLUCIONALES PARA UN SISTEMA DE DETECCIÓN DE INTRUSIONES☆13Updated 4 years ago
- The dataset that has been processed and the code used to process it☆16Updated 2 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆22Updated 2 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆42Updated 4 years ago
- This repository consists of python codes that performs attack classification based on the KDD and CIDDS dataset using CNN, LSTM-RNN and H…☆20Updated last year
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆27Updated 4 years ago