MQTTset, a New Dataset for Machine Learning Techniques on MQTT

SlowITe, a Novel Denial of Service Attack Affecting MQTT

(2020) Ivan Vaccari et al.   SENSORS

Passban IDS: An Intelligent Anomaly-Based Intrusion Detection System for IoT Edge Devices

(2020) Mojtaba Eskandari et al.   IEEE Internet of Things Journal

Wireless Sensor Networks Intrusion Detection Based on SMOTE and the Random Forest Algorithm

(2019) Xiaopeng Tan et al.   SENSORS

Multiclass Classification Procedure for Detecting Attacks on MQTT-IoT Protocol

(2019) Hector Alaiz-Moreton et al.   COMPLEXITY

Towards the development of realistic botnet dataset in the internet of things for network forensic analytics: Bot-IoT dataset

(2019) Nickolaos Koroniotis et al.   Future Generation Computer Systems-The International Journal of eScience

MSML: A Novel Multilevel Semi-Supervised Machine Learning Framework for Intrusion Detection System

(2019) Haipeng Yao et al.   IEEE Internet of Things Journal

Machine Learning-Based Network Vulnerability Analysis of Industrial Internet of Things

(2019) Maede Zolanvari et al.   IEEE Internet of Things Journal

A Supervised Intrusion Detection System for Smart Home IoT Devices

(2019) Eirini Anthi et al.   IEEE Internet of Things Journal

A novel Ensemble of Hybrid Intrusion Detection System for Detecting Internet of Things Attacks

(2019) Khraisat et al.   Electronics

A new approach for intrusion detection system based on training multilayer perceptron by using enhanced Bat algorithm

(2019) Waheed A. H. M. Ghanem et al.   NEURAL COMPUTING & APPLICATIONS

Deep learning for cyber security intrusion detection: Approaches, datasets, and comparative study

(2019) Mohamed Amine Ferrag et al.   Journal of Information Security and Applications

Artificial Intelligence for Detection, Estimation, and Compensation of Malicious Attacks in Nonlinear Cyber-Physical Systems and Industrial IoT

(2019) Faezeh Farivar et al.   IEEE Transactions on Industrial Informatics

An Ensemble Intrusion Detection Technique based on proposed Statistical Flow Features for Protecting Network Traffic of Internet of Things

(2018) Nour Moustafa et al.   IEEE Internet of Things Journal

A novel perspective on multiclass classification: Regular simplex support vector machine

(2018) Long Tang et al.   INFORMATION SCIENCES

AI-Based Two-Stage Intrusion Detection for Software Defined IoT Networks

(2018) Jiaqi Li et al.   IEEE Internet of Things Journal

An in-depth experimental study of anomaly detection using gradient boosted machine

(2017) Bayu Adhi Tama et al.   NEURAL COMPUTING & APPLICATIONS

Remotely Exploiting AT Command Attacks on ZigBee Networks

(2017) Ivan Vaccari et al.   Security and Communication Networks

Investigating the effect of dataset size, metrics sets, and feature selection techniques on software fault prediction problem

(2008) Cagatay Catal et al.   INFORMATION SCIENCES