This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".
☆299Dec 22, 2023Updated 2 years ago
Alternatives and similar repositories for Intrusion-Detection-Systems
Users that are interested in Intrusion-Detection-Systems 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 KDDCup '99', NSL-KDD and UNSW-NB15☆775May 8, 2019Updated 7 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆275Apr 5, 2020Updated 6 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆182Dec 15, 2019Updated 6 years ago
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆95Oct 18, 2019Updated 7 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆146Jan 5, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Unofficial repo of the research paper ”An Intrusion Detection System Using a Deep Neural Network with Gated Recurrent Units“. Developed u…☆32Dec 26, 2019Updated 6 years ago
- A machine learning based Intrusion Detection System☆174Dec 11, 2019Updated 6 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆149Oct 12, 2021Updated 5 years ago
- Pytorch implementation of LuNet: A Deep Neural Network for Network Intrusion Detection☆52Apr 9, 2020Updated 6 years ago
- Deep learning models for network intrusion detection☆40Mar 24, 2023Updated 3 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
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆209Sep 8, 2021Updated 5 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆30Jun 14, 2021Updated 5 years ago
- Network Intrusion Detection System☆68Mar 11, 2026Updated 7 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGB…☆601Apr 1, 2026Updated 7 months ago
- Here, we use RNN to deal with the network intrusion problem. The UNSW-NB15 dataset is used.☆77Oct 20, 2020Updated 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
- 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
- ☆16Jan 5, 2018Updated 8 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆224Apr 25, 2024Updated 2 years ago
- Tensorflow环境下，基于CNN算法，KD99与网络数据训练集共3000w数据训练，在19w数据与1w攻检验下，模型准确率为92.8%.☆66Mar 22, 2022Updated 4 years ago
- Code for Paper : Efficient-CNN-BiLSTM-for-Network-IDS☆125Oct 25, 2022Updated 4 years ago
- Network data classifier based on the recurrent neural network.☆20Apr 3, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Feature coded UNSW_NB15 intrusion detection data.☆89Jan 24, 2018Updated 8 years ago
- IDS monitors a network or systems for malicious activity and protects a computer network from unauthorized access from users,including pe…☆108Oct 1, 2022Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆93Oct 27, 2022Updated 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.…☆40Sep 27, 2018Updated 8 years ago
- IDS abnormal traffic detection tensorflow☆44Jul 25, 2019Updated 7 years ago
- Final Year project based upon Network Intrusion Detection System☆38Jul 10, 2019Updated 7 years ago
- Attention Model for Network Intrusion Detection☆19Jul 24, 2019Updated 7 years ago
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆205Apr 20, 2026Updated 6 months ago
- IoT intrusion Detection Model based on neural network and random forests☆50Oct 16, 2018Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Machine-learning-based intrusion detection☆39Jul 13, 2018Updated 8 years ago
- An IDS implementation using machine learning☆40Aug 5, 2017Updated 9 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Aug 16, 2020Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆98May 30, 2019Updated 7 years ago
- Intrusion Detection using various Data Mining Techniques (KDD Cup 1999 Data)☆19Jul 9, 2019Updated 7 years ago
- This Network Intrusion Detection System (IDS) is network-based, and it will receive suspicious packet capture files from a network monito…☆14Apr 21, 2023Updated 3 years ago
- A GAN-based model focused on anomaly detection in discrete dataset☆26Dec 30, 2019Updated 6 years ago