cicids2017
There are 11 repositories under cicids2017 topic.
Western-OC2-Lab/Intrusion-Detection-System-Using-Machine-Learning
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
Western-OC2-Lab/PWPAE-Concept-Drift-Detection-and-Adaptation
Data stream analytics: Implement online learning methods to address concept drift and model drift in data streams using the River library. Code for the paper entitled "PWPAE: An Ensemble Framework for Concept Drift Adaptation in IoT Data Streams" published in IEEE GlobeCom 2021.
kahramankostas/Anomaly-Detection-in-Networks-Using-Machine-Learning
A thesis submitted for the degree of Master of Science in Computer Networks and Security
othmbela/dbn-based-nids
An Intrusion Detection System based on Deep Belief Networks
elifnurkarakoc/CICIDS2017
CICIDS2017 dataset
Western-OC2-Lab/MSANA-Online-Data-Stream-Analytics-And-Concept-Drift-Adaptation
Data stream analytics: Implement online learning methods to address concept drift and model drift in dynamic data streams. Code for the paper entitled "A Multi-Stage Automated Online Network Data Stream Analytics Framework for IIoT Systems" published in IEEE Transactions on Industrial Informatics.
noushinpervez/Intrusion-Detection-CICIDS2017
This repository contains an in-depth analysis of the Intrusion Detection Evaluation Dataset (CIC-IDS2017) for Intrusion Detection, showcasing the implementation and comparison of different machine learning models for binary and multi-class classification tasks.
aaaastark/Intrusion-Detection-System
Attack Detection, Parameter Optimization and Performance Analysis in Enterprise Networks (ML Networks) for Intrusion Detection System IDS.
georgeani/NIDS_Dissertation_2021
This repository contains my third year dissertation. My dissertation focused in evaluating and creating a DNN for a Network Intrusion Detection System (NIDS).
AreejFatimaz/ThreatGuard-Advanced-Threat-Detection-System
ThreatGuard is an advanced threat detection system that utilizes the CICIDS 2017 dataset for network traffic analysis and anomaly detection.
suchithkurra/HoneyPot_research_code
An Advanced IDS with HoneyPot Fusion for Proactive Threat Mitigation and Detection; Research Project