A survey of public IoT datasets for network security research

F De Keersmaeker, Y Cao… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Publicly available datasets are an indispensable tool for researchers, as they allow testing
new algorithms on a wide range of different scenarios and making scientific experiments …

Securing the IoT Application Layer from an MQTT Protocol Perspective: Challenges and Research Prospects

S Lakshminarayana, A Praseed… - … Surveys & Tutorials, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) is one of the most promising new millennial technologies, having
numerous applications in our surrounding environment. The fundamental goal of an IoT …

Design and development of RNN anomaly detection model for IoT networks

I Ullah, QH Mahmoud - IEEE Access, 2022 - ieeexplore.ieee.org
Cybersecurity is important today because of the increasing growth of the Internet of Things
(IoT), which has resulted in a variety of attacks on computer systems and networks. Cyber …

MQTTset, a new dataset for machine learning techniques on MQTT

I Vaccari, G Chiola, M Aiello, M Mongelli, E Cambiaso - Sensors, 2020 - mdpi.com
IoT networks are increasingly popular nowadays to monitor critical environments of different
nature, significantly increasing the amount of data exchanged. Due to the huge number of …

A framework for malicious traffic detection in IoT healthcare environment

F Hussain, SG Abbas, GA Shah, IM Pires, UU Fayyaz… - Sensors, 2021 - mdpi.com
The Internet of things (IoT) has emerged as a topic of intense interest among the research
and industrial community as it has had a revolutionary impact on human life. The rapid …

A privacy-aware framework for detecting cyber attacks on internet of medical things systems using data fusion and quantum deep learning

M Al-Hawawreh, MS Hossain - Information Fusion, 2023 - Elsevier
Abstract Internet of Medical Things (IoMT) devices and systems are often designed without
adequate security, leaving them highly susceptible to cyber threats. Unlike other IoT …

IoT DoS and DDoS attack detection using ResNet

F Hussain, SG Abbas, M Husnain… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
The network attacks are increasing both in frequency and intensity with the rapid growth of
internet of things (IoT) devices. Recently, denial of service (DoS) and distributed denial of …

A two-fold machine learning approach to prevent and detect IoT botnet attacks

F Hussain, SG Abbas, IM Pires, S Tanveer… - Ieee …, 2021 - ieeexplore.ieee.org
The botnet attack is a multi-stage and the most prevalent cyber-attack in the Internet of
Things (IoT) environment that initiates with scanning activity and ends at the distributed …

[HTML][HTML] Res-TranBiLSTM: An intelligent approach for intrusion detection in the Internet of Things

S Wang, W Xu, Y Liu - Computer Networks, 2023 - Elsevier
Abstract The Internet of Things (IoT), as the information carrier of the Internet and
telecommunications networks, is a new network technology comprising physical entities …

Preventing mqtt vulnerabilities using iot-enabled intrusion detection system

M Husnain, K Hayat, E Cambiaso, UU Fayyaz… - Sensors, 2022 - mdpi.com
The advancement in the domain of IoT accelerated the development of new communication
technologies such as the Message Queuing Telemetry Transport (MQTT) protocol. Although …