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 …

State-of-the-art survey of artificial intelligent techniques for IoT security

TA Ahanger, A Aljumah, M Atiquzzaman - Computer Networks, 2022 - Elsevier
The data protection problem concerning the Internet of Things (IoT) paradigm has drawn the
innovation community's considerable attention. Several surveys have covered different IoT …

Multi‐aspects AI‐based modeling and adversarial learning for cybersecurity intelligence and robustness: A comprehensive overview

IH Sarker - Security and Privacy, 2023 - Wiley Online Library
Due to the rising dependency on digital technology, cybersecurity has emerged as a more
prominent field of research and application that typically focuses on securing devices …

Deep transfer learning for intrusion detection in industrial control networks: A comprehensive review

H Kheddar, Y Himeur, AI Awad - Journal of Network and Computer …, 2023 - Elsevier
Globally, the external internet is increasingly being connected to industrial control systems.
As a result, there is an immediate need to protect these networks from a variety of threats …

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 …

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 …

SlowITe, a novel denial of service attack affecting MQTT

I Vaccari, M Aiello, E Cambiaso - Sensors, 2020 - mdpi.com
Security of the Internet of Things is a crucial topic, due to the criticality of the networks and
the sensitivity of exchanged data. In this paper, we target the Message Queue Telemetry …

Detection and mitigation of low-rate denial-of-service attacks: A survey

VDM Rios, PRM Inácio, D Magoni, MM Freire - IEEE Access, 2022 - ieeexplore.ieee.org
The potential for being the target of Denial of Service (DoS) attacks is one of the most severe
security threats on the Internet. Attackers have been modifying their attack format over the …

[HTML][HTML] MQTT based secure transport layer communication for mutual authentication in IoT network

V Shilpa, A Vidya, S Pattar - Global Transitions Proceedings, 2022 - Elsevier
Recent advancements in the communication protocols and the networking technologies
have enabled connectivity of a wide range of objects, resulting in the Internet of Things (IoT) …

A survey on the role of industrial IOT in manufacturing for implementation of smart industry

MS Farooq, M Abdullah, S Riaz, A Alvi, F Rustam… - Sensors, 2023 - mdpi.com
The Internet of Things (IoT) is an innovative technology that presents effective and attractive
solutions to revolutionize various domains. Numerous solutions based on the IoT have been …