A deep learning-based intrusion detection system for MQTT enabled IoT

MA Khan, MA Khan, SU Jan, J Ahmad, SS Jamal… - Sensors, 2021 - mdpi.com
A large number of smart devices in Internet of Things (IoT) environments communicate via
different messaging protocols. Message Queuing Telemetry Transport (MQTT) is a widely …

[HTML][HTML] Developing energy flexibility in clusters of buildings: A critical analysis of barriers from planning to operation

J Le Dréau, RA Lopes, S O'Connell, D Finn, M Hu… - Energy and …, 2023 - Elsevier
This paper examines building energy flexibility at an aggregated level and addresses the
main barriers and research gaps for the development of this resource across three design …

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 …

Senmqtt-set: An intelligent intrusion detection in iot-mqtt networks using ensemble multi cascade features

H Siddharthan, T Deepa, P Chandhar - IEEE Access, 2022 - ieeexplore.ieee.org
Recently, the number of Internet of Things (IoT) networks has been grown exponentially,
which results in more data sharing between devices without appropriate security …

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 …

Resilient Security Framework using TNN and blockchain for IOMT

RA Alsemmeari, MY Dahab, AA Alsulami, B Alturki… - Electronics, 2023 - mdpi.com
The growth of the Internet of Things (IoT) devices in the healthcare sector enables the new
era of the Internet of Medical Things (IoMT). However, IoT devices are susceptible to various …

A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective

ECP Neto, S Dadkhah, S Sadeghi, H Molyneaux… - Computer …, 2023 - Elsevier
Abstract The Internet of Things (IoT) is transforming society by connecting businesses and
optimizing systems across industries. Its impact has been felt in healthcare, where it has the …

Open for hire: Attack trends and misconfiguration pitfalls of iot devices

S Srinivasa, JM Pedersen… - Proceedings of the 21st …, 2021 - dl.acm.org
Mirai and its variants have demonstrated the ease and devastating effects of exploiting
vulnerable Internet of Things (IoT) devices. In many cases, the exploitation vector is not …

The detection of low-rate DoS attacks using the SADBSCAN algorithm

D Tang, S Zhang, J Chen, X Wang - Information Sciences, 2021 - Elsevier
Low-rate denial-of-service (DoS) attacks, which can exploit vulnerabilities in Internet
protocols to deteriorate the quality of service, are variants of DoS attacks. It is challenging to …

Slowtt: A slow denial of service against iot networks

I Vaccari, M Aiello, E Cambiaso - Information, 2020 - mdpi.com
The security of Internet of Things environments is a critical and trending topic, due to the
nature of the networks and the sensitivity of the exchanged information. In this paper, we …