VGG-19 deep learning model trained using ISCX 2012 IDS Dataset
☆146Jan 5, 2019Updated 7 years ago
Alternatives and similar repositories for Intrusion-Detection-System-using-Deep-Learning
Users that are interested in Intrusion-Detection-System-using-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Network Intrusion Detection System using Deep Learning Techniques☆180Dec 15, 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.…☆40Sep 27, 2018Updated 8 years ago
- This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Sec…☆298Dec 22, 2023Updated 2 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Sep 27, 2017Updated 9 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆274Apr 5, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆773May 8, 2019Updated 7 years ago
- An Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Jul 16, 2018Updated 8 years ago
- ISCXFlowMeter is an Ethernet traffic flow generator and analyzer for anomaly detection which has been used in different network security …☆76Feb 5, 2024Updated 2 years ago
- Two staged IDS specific to IoT networks where Signature based IDS and Anomaly based IDS which is trained and classified using machine lea…☆47Jun 3, 2019Updated 7 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Dec 27, 2023Updated 2 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 5 months ago
- wx☆11Aug 14, 2022Updated 4 years ago
- A machine learning based Intrusion Detection System☆175Dec 11, 2019Updated 6 years ago
- IDS Alert Prioritization INSuRE Research Project☆19Jun 16, 2019Updated 7 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆598Apr 1, 2026Updated 6 months ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆149Oct 12, 2021Updated 5 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 3 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- Comparing Anomaly-Based Network Intrusion Detection Approaches Under Practical Aspects☆11Mar 25, 2023Updated 3 years ago
- We use attention model for intrusion detection. The idea of Hierarchical Attention Model for Intrusion Detection comes from the applicat…☆12Jul 4, 2020Updated 6 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 7 years ago
- Playing around with IDS data in Keras☆13Apr 13, 2020Updated 6 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Feb 20, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Jun 15, 2025Updated last year
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 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
- Designed and developed an anomaly and misuse based intrusion detection system using neural networks. Technologies used: Java Weka and R.…☆29May 20, 2015Updated 11 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 6 years ago
- IDS based on Machine Learning technical☆19Nov 12, 2018Updated 7 years ago
- A network intrusion detection system based on incremental statistics (AfterImage) and an ensemble of autoencoders (KitNET)☆397Mar 24, 2026Updated 6 months ago
- Machine Learning Based - Intrusion Detection System☆33Jun 21, 2022Updated 4 years ago
- Creating a NIDS based on a Deep Neural Network (CNN)☆11Dec 31, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Machine learning algorithms applied on log analysis to detect intrusions and suspicious activities.☆173Nov 6, 2025Updated 11 months ago
- Machine Learning based Intrusion Detection Systems are difficult to evaluate due to a shortage of datasets representing accurately networ…☆105Jun 10, 2020Updated 6 years ago
- This study proposes a two- level classification technique for the anomaly detection-based IDS architecture for fog-edge sides. Targeted f…☆15Dec 11, 2022Updated 3 years ago
- These scripts conduct TCPDUMP in harmony with CICFlowMeter to operation real-time traffic capturing and converting in csv file.☆56Aug 23, 2020Updated 6 years ago
- [ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection☆172Mar 24, 2023Updated 3 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆39May 5, 2017Updated 9 years ago
- Code for the paper "Anomaly-Based Intrusion Detection in IIoT Networks Using Transformer Models"☆39Mar 3, 2023Updated 3 years ago