benradford / replication_arxiv_1803_10769
Replication files for arXiv:1803.10769 Network Traffic Anomaly Detection Using Recurrent Neural Networks
☆21Updated 6 years ago
Alternatives and similar repositories for replication_arxiv_1803_10769:
Users that are interested in replication_arxiv_1803_10769 are comparing it to the libraries listed below
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆68Updated 4 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆29Updated 4 years ago
- IDS abnormal traffic detection tensorflow☆38Updated 5 years ago
- CICIDS2017 dataset☆60Updated 3 years ago
- ☆37Updated 2 years ago
- Code for Intrusion Detection Systems and Encrypted Traffic Classification [No Further Updates]☆35Updated 3 years ago
- using 2d-cnn to classify network traffic☆20Updated 4 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆28Updated 5 years ago
- An Intrusion Detection System based on Deep Belief Networks☆77Updated 2 years ago
- Distributed intelligent malicious traffic detection system based on GAN☆18Updated 4 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆22Updated 2 years ago
- ☆72Updated last year
- Encrypted Network Traffic Classification using Deep Learning☆51Updated 9 months ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆53Updated 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.…☆38Updated 6 years ago
- ☆15Updated 4 years ago
- Deep learning models for network intrusion detection☆33Updated last year
- Wang Wei's End-to-end encrypted traffic classification with one-dimensional convolution neural networks (scripts and article))☆29Updated 4 years ago
- Encrypted traffic classification use CNN☆33Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆103Updated 2 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。☆44Updated 4 years ago
- Code of "MalDetect: A Structure of Encrypted Malware Traffic Detection"☆15Updated 5 years ago
- This project is an open-source project based on a GAN network anomaly detection.☆12Updated 5 months ago
- Implementation of "ConFlow: Contrast Network Flow Improving Class-Imbalanced Learning in Network Intrusion Detection"☆14Updated 2 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…☆22Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆52Updated 5 years ago
- ⼀个有潜⼒的⽹络⼊侵检测算法,引⼊了乘法注意⼒机制将其融合到 CNN 的分类模型中,在KDD99和UNSM-NB15数据集进行模型的训练结果优于一般机器学习方法和CNN。A promising network intrusion detection algorithm is…☆9Updated 10 months ago
- A PyTorch implementation of of Anomal-E.☆31Updated 2 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆21Updated last year
- ☆43Updated 3 years ago