kahramankostas / Anomaly-Detection-in-Networks-Using-Machine-LearningLinks
A thesis submitted for the degree of Master of Science in Computer Networks and Security
☆233Updated 3 years ago
Alternatives and similar repositories for Anomaly-Detection-in-Networks-Using-Machine-Learning
Users that are interested in Anomaly-Detection-in-Networks-Using-Machine-Learning are comparing it to the libraries listed below
Sorting:
- Network Intrusion Detection based on various machine learning and deep learning algorithms using UNSW-NB15 Dataset☆181Updated 4 years ago
- A Novel Statistical Analysis and Autoencoder Driven Intelligent Intrusion Detection Approach☆143Updated 4 years ago
- Machine Learning in Cybersecurity☆89Updated 5 months ago
- A project using Django, sklearn and pandas to detect anomalies in network traffic using machine learning☆46Updated 3 years ago
- Machine Learning Algorithms on NSL-KDD dataset☆99Updated 6 years ago
- Cyber Security: Development of Network Intrusion Detection System (NIDS), with Machine Learning and Deep Learning (RNN) models, MERN w…☆50Updated 2 years ago
- Network intrusions classification using algorithms such as Support Vector Machine (SVM), Decision Tree, Naive Baye, K-Nearest Neighbor (K…☆102Updated 8 years ago
- Network Intrusion Detection System using Deep Learning Techniques☆165Updated 5 years ago
- Building an Intrusion Detection System on UNSW-NB15 Dataset Based on Machine Learning Algorithm☆90Updated 5 years ago
- Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities☆214Updated last year
- CICIDS2017 dataset☆70Updated 3 years ago
- The purpose of this repository is to demonstrate the steps of processing CICIDS2017 dataset using machine learning algorithms.☆65Updated 5 years ago
- Due to the increasingly development of network technology recently, there are various cyber-attacks posed the huge threats to different …☆30Updated 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…☆288Updated last year
- Machine Learning with the NSL-KDD dataset for Network Intrusion Detection☆269Updated 5 years ago
- Intrusion Detection Based on Convolutional Neural Network with kdd99 data set☆56Updated 6 years ago
- A machine learning based Intrusion Detection System☆153Updated 5 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…☆45Updated 6 years ago
- Deep learning models for network intrusion detection☆40Updated 2 years ago
- Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.☆37Updated 5 years ago
- A research project of anomaly detection on dataset IoT-23☆103Updated last year
- Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for …☆92Updated 6 years ago
- Intrusion Detection System using Machine Learning and Deep Learning☆89Updated last year
- Code for intrusion detection system (IDS) development using CNN models and transfer learning☆195Updated 2 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
- Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution☆50Updated last year
- ramyaelineni5 / ML-based-Network-Intrusion-Detection-using-Cyber-Dataset-CSE-CIC-IDS2018-to-classify-network-attacks☆43Updated 4 years ago
- Based on the CICIDS2017 dataset and Pytorch platform☆29Updated 6 years ago
- AI & Machine Learning: Detection and Classification of Network Traffic Anomalies based on IoT23 Dataset☆88Updated 4 years ago
- An Intrusion Detection System based on Deep Belief Networks☆89Updated 3 years ago