rahulvigneswaran / Intrusion-Detection-SystemsLinks
This is the repo of the research paper, "Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security".
☆286Updated last year
Alternatives and similar repositories for Intrusion-Detection-Systems
Users that are interested in Intrusion-Detection-Systems are comparing it to the libraries listed below
Sorting:
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆90Updated 5 years ago
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆267Updated 5 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆163Updated 5 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆210Updated last year
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Updated 8 years ago
- IoT intrusion Detection Model based on neural network and random forests☆48Updated 6 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆141Updated 3 years ago
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆177Updated 4 years ago
- A machine learning based Intrusion Detection System☆150Updated 5 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 6 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Updated last year
- Network Intrusion Detection KDDCup '99', NSL-KDD and UNSW-NB15☆750Updated 6 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆100Updated 6 years ago
- Feature coded UNSW_NB15 intrusion detection data.☆89Updated 7 years ago
- VGG-19 deep learning model trained using ISCX 2012 IDS Dataset☆143Updated 6 years ago
- Deep learning based Intrusion Detection System☆35Updated 5 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆88Updated 5 years ago
- A Recurrent Neural Networks implementation using Keras for network intrusion detection☆31Updated 4 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- PySpark solution to the NSL-KDD dataset: https://www.unb.ca/cic/datasets/nsl.html☆127Updated 5 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.…☆42Updated 7 years ago
- A network data classifier for UNSW-NB15 data set. This is an university course work for "ITKST42 Information Security Technology".☆38Updated 8 years ago
- A thesis submitted for the degree of Master of Science in Computer Networks and Security☆230Updated 2 years ago
- Neural Network based Intrusion Detection System (NIDS) on Intrusion Detection Evaluation Dataset (CICIDS2017)☆12Updated 5 years ago
- A deep learning based intrusion detection system using CSE-CIC-IDS2018 dataset.☆13Updated 5 years ago
- Network data classifier based on the recurrent neural network.☆20Updated 6 years ago
- This repository contains a notebook implementing an autoencoder based approach for intrusion detection, the full documentation of the stu…☆32Updated 6 years ago
- IoT networks have become an increasingly valuable target of malicious attacks due to the increased amount of valuable user data they cont…☆27Updated 3 years ago
- manojkumar-github / Intrusion-Detection-System-for-IoT-networks-using-Gated-Recurrent-Neural-Networks-GRUAn Intelligent Intrusion Detection System for IoT networks using Gated Recurrent Neural Networks (GRU) : A Deep Learning Approach☆33Updated 7 years ago