We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the application of Attention in NLP.
☆12Jul 4, 2020Updated 5 years ago
Alternatives and similar repositories for Hierarchical-Attention-Model-for-Intrusion-Detection
Users that are interested in Hierarchical-Attention-Model-for-Intrusion-Detection are comparing it to the libraries listed below
Sorting:
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 6 years ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- ☆10Jan 4, 2024Updated 2 years ago
- ☆16Jul 15, 2022Updated 3 years ago
- This is the source code of "Intrusion Detection of Industrial Internet-of-Things Based on Reconstructed Graph Neural Networks"☆12Jan 19, 2024Updated 2 years ago
- Code Snippet used to convert CSV dataset into Images in IEEE Published Article: IoT DoS and DDoS Attack Detection using ResNet☆14Aug 21, 2021Updated 4 years ago
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆31Dec 26, 2019Updated 6 years ago
- Tensorflow Implementation of paper Applying long short-term memory recurrent neural networks to intrusion detection with KDDCup99 Data☆15Nov 14, 2018Updated 7 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆122Oct 25, 2022Updated 3 years ago
- Our implementations of the flow-based network intrusion detection model (for the COMNET paper)☆49May 17, 2020Updated 5 years ago
- Network Traffic Identification with Convolutional Neural Networks☆27Jan 23, 2019Updated 7 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago
- One critical issue within network security refers to intrusion detection. The nature of intrusion attempts appears to be nonlinear, where…☆10Sep 29, 2022Updated 3 years ago
- This repository contains the code for paper, ''Cyber-Physical Intrusion Detection System for Unmanned Aerial Vehicles,” in IEEE Transacti…☆12Feb 25, 2024Updated 2 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆129Sep 8, 2020Updated 5 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆36Mar 3, 2023Updated 3 years ago
- This is my paper.☆10Jun 24, 2023Updated 2 years ago
- This repository includes code for the paper "Towards Zero Touch Networks: Cross-Layer Automated Security Solutions for 6G Wireless Networ…☆14Mar 5, 2025Updated last year
- A source code for "VIGNet: A deep convolutional neural network for EEG-based driver vigilance estiamtion"☆10May 15, 2022Updated 3 years ago
- [KBS 2025] Multi-View Contrastive Network (MVCNet) for Motor Imagery Classification☆21Aug 10, 2025Updated 7 months ago
- ☆13May 5, 2023Updated 2 years ago
- Based on EEG signal, the differential entropy feature is extracted, and the convolution neural network based on time domain network and a…☆13Sep 21, 2022Updated 3 years ago
- Dynatrace FM-Index library☆15Nov 11, 2025Updated 3 months ago
- An Intrusion Detection System based on Deep Belief Networks☆90Oct 27, 2022Updated 3 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆270Apr 5, 2020Updated 5 years ago
- 基于CNN网络对英文文本进行情感分类,采用tensorflow工具☆10Aug 29, 2018Updated 7 years ago
- 基于区块链的数字证书系统☆11Jun 17, 2017Updated 8 years ago
- Attention-based LSTM, CNN and CNN+LSTM model for running fatigue detection with IMU Python3.7.9 TensorFlow2.0 Anaconda with Jupyter Panda…☆13Jun 17, 2025Updated 8 months ago
- ☆10Nov 13, 2025Updated 3 months ago
- ☆12Mar 6, 2020Updated 6 years ago
- Feature Selection using Simulated Annealing☆11Aug 10, 2022Updated 3 years ago
- Implementation of Research Paper titled: An explainable AI based Intrusion Detection System for DNS over HTTPS (DoH) Attacks on CICIDS da…☆10Jul 11, 2023Updated 2 years ago
- Extract features from recorded EEG signal to detect driver fatigue with an ML/DL Hybrid Classifier☆15Jun 15, 2020Updated 5 years ago
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- ☆10May 26, 2024Updated last year
- ☆11Oct 28, 2023Updated 2 years ago
- ☆13Sep 23, 2024Updated last year
- A disentangled intrusion detection method to handle various intrusion detection scenarios, e.g. known attacks, unknown attacks, and few-s…☆21Sep 9, 2025Updated 6 months ago