vanlalruata / DCNNBiLSTM-An-Efficient-Hybrid-Deep-Learning-Based-Intrusion-Detection-SystemLinks
Journal Article: Telematics and Informatics Reports
☆11Updated 2 years ago
Alternatives and similar repositories for DCNNBiLSTM-An-Efficient-Hybrid-Deep-Learning-Based-Intrusion-Detection-System
Users that are interested in DCNNBiLSTM-An-Efficient-Hybrid-Deep-Learning-Based-Intrusion-Detection-System are comparing it to the libraries listed below
Sorting:
- An Intrusion Detection System based on Deep Belief Networks☆85Updated 2 years ago
- This is a simple DNN based application for an IDS based on the CICIDS2017 dataset☆34Updated 5 years ago
- Intrusion detection system using CNN and RNN☆24Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆114Updated 2 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 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…☆10Updated last year
- CNN网络入侵检测☆56Updated last year
- ☆45Updated 3 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆47Updated last year
- 机器学习作业,机器学习和深度学习方法实现入侵检测☆37Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆64Updated 5 years ago
- source code for USENIX Security paper xNIDS☆46Updated last year
- ☆87Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆181Updated 2 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆33Updated 5 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆72Updated 4 years ago
- 论文:A Deep Hierarchical Network for Packet-Level Malicious Traffic Detection的源代码☆26Updated 3 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆46Updated 5 years 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.☆26Updated 4 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆88Updated last year
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Deep Model Intrusion Detection (IDS) Evaluation of NSL KDD and CIC IDS 2018 datasets.☆16Updated 2 years ago
- Adaptive Federated Learning Approach to DDoS attack detection☆49Updated 8 months ago
- 使用贝叶斯、神经网络、KNN进行入侵检测(KDD-CUP99)☆83Updated 5 years ago
- Journal Article: IEEE Access☆14Updated last year
- 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☆93Updated 3 years ago
- Intrusion Detection System - IDS example using Dense, Conv1d and Lstm layers in Keras / TensorFlow☆23Updated 2 years ago
- CICIDS2017 dataset☆71Updated 3 years ago
- IDS abnormal traffic detection tensorflow☆41Updated 6 years ago