manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUView external linksLinks
An Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach
☆33Jul 16, 2018Updated 7 years ago
Alternatives and similar repositories for Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRU
Users that are interested in Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRU are comparing it to the libraries listed below
Sorting:
- 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
- ☆13Jun 15, 2025Updated 8 months ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆75Oct 20, 2020Updated 5 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆172Dec 15, 2019Updated 6 years ago
- The Egypt unmanned arial vehicle challange☆15Nov 25, 2021Updated 4 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Jun 14, 2021Updated 4 years ago
- In this work, we aim at developing a NIDS (Network Intrusion Detection System) that detects attacks targeting SCADA systems, in a concret…☆73Mar 25, 2023Updated 2 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆143Jan 5, 2019Updated 7 years ago
- Building Intrusion Detection System for Network Security Using the KD99 Data Set☆11Mar 13, 2016Updated 9 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…☆17Jul 20, 2022Updated 3 years ago
- A HYBRID APPROACH TO ANOMALY DETECTION USING FUZZY LOGIC TUNED WITH EVOLUTIONARY ALGORITHMS☆16Dec 12, 2014Updated 11 years ago
- The project aims to analyse different types of attacks using the Bot-IoT dataset and also apply & compare different classification algori…☆11Oct 19, 2021Updated 4 years ago
- ☆15Mar 24, 2023Updated 2 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆219Apr 25, 2024Updated last year
- Intrusion Detection System for IoT Devices☆22Nov 23, 2022Updated 3 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
- This implementation for the paper: Learning Neural Representations for Network Anomaly Detection. If you have questions, please do not he…☆18Aug 20, 2019Updated 6 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.…☆41Sep 27, 2018Updated 7 years ago
- ☆16Jan 5, 2018Updated 8 years ago
- Smart-home network traffic ioT dataset☆18Nov 18, 2020Updated 5 years ago
- Adversarial Machine Learning applications on network-based Intrusion Detection System (IDS).☆26May 8, 2020Updated 5 years ago
- Network Intrusion Detection System on CSE-CIC-IDS2018 using ML classifiers and DNN ( ANN , CNN , RNN ) | Hyper-parameter Optimization { l…☆21Oct 16, 2021Updated 4 years ago
- IoT networks have become an increasingly valuable target of malicious attacks due to the increased amount of valuable user data they cont…☆76Apr 3, 2021Updated 4 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆367Apr 14, 2024Updated last year
- Implementation of Robust Transformer Based Intrusion Detection, based on the Paper by Wu et. Al☆27Sep 10, 2024Updated last year
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆57May 15, 2019Updated 6 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆97May 30, 2019Updated 6 years ago
- ☆23May 15, 2019Updated 6 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆272Apr 5, 2020Updated 5 years ago
- A repository for a Deep Q-Learning approach to intrusion detection for networks cyber-attacks.☆10Sep 3, 2021Updated 4 years ago
- Position and velocity PID control of a DC motor using LabView and Arduino☆15Apr 23, 2018Updated 7 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆293Dec 22, 2023Updated 2 years ago
- Evolutionary decision trees☆11Jun 16, 2025Updated 8 months ago
- ☆11May 1, 2021Updated 4 years ago
- code for infocom 2021 paper MANDA☆11May 30, 2023Updated 2 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 2 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 7 years ago
- This Repository contains the code to detect intrusions inside a network. The Intrusion detection system uses anomaly based method to dete…☆10Jul 9, 2018Updated 7 years ago