DDoS attack and detection methods in internet-enabled networks: Concept, research perspectives, and challenges

KB Adedeji, AM Abu-Mahfouz, AM Kurien - Journal of Sensor and …, 2023 - mdpi.com
In recent times, distributed denial of service (DDoS) has been one of the most prevalent
security threats in internet-enabled networks, with many internet of things (IoT) devices …

AI techniques for IoT-based DDoS attack detection: Taxonomies, comprehensive review and research challenges

B Bala, S Behal - Computer science review, 2024 - Elsevier
Abstract Distributed Denial of Service (DDoS) attacks in IoT networks are one of the most
devastating and challenging cyber-attacks. The number of IoT users is growing …

DDoS attack detection in IoT-based networks using machine learning models: a survey and research directions

AA Alahmadi, M Aljabri, F Alhaidari, DJ Alharthi… - Electronics, 2023 - mdpi.com
With the emergence of technology, the usage of IoT (Internet of Things) devices is said to be
increasing in people's lives. Such devices can benefit the average individual, who does not …

Iot traffic-based DDoS attacks detection mechanisms: A comprehensive review

P Shukla, CR Krishna, NV Patil - The Journal of Supercomputing, 2024 - Springer
Abstract The Internet of Things (IoT) has emerged as an inevitable part of human life, that
includes online learning, smart homes, smart cars, smart grids, smart cities, agriculture, and …

Survey and classification of Dos and DDos attack detection and validation approaches for IoT environments

MR Kadri, A Abdelli, L Mokdad - Internet of Things, 2023 - Elsevier
Abstract The Internet of Things (IoT) has emerged over the past ten years as the newest
technology trend that is luring researchers and developers from every sector of industry and …

SDN-based architecture for transport and application layer DDoS attack detection by using machine and deep learning

NM Yungaicela-Naula, C Vargas-Rosales… - IEEE …, 2021 - ieeexplore.ieee.org
Distributed Denial of Service (DDoS) attacks represent the most common and critical attacks
targeting conventional and new generation networks, such as the Internet of Things (IoT) …

An efficient counter-based DDoS attack detection framework leveraging software defined IoT (SD-IoT)

J Bhayo, S Hameed, SA Shah - IEEE Access, 2020 - ieeexplore.ieee.org
The Internet of things (IoT) introduces emerging applications (ie, smart homes, smart cities,
smart health, and smart gird) that assist the traditional infrastructure environments to be …

Deep learning in distributed denial-of-service attacks detection method for Internet of Things networks

FM Aswad, AMS Ahmed, NAM Alhammadi… - Journal of Intelligent …, 2023 - degruyter.com
With the rapid growth of informatics systems' technology in this modern age, the Internet of
Things (IoT) has become more valuable and vital to everyday life in many ways. IoT …

DDoS attacks in IoT networks: a comprehensive systematic literature review

Y Al-Hadhrami, FK Hussain - World Wide Web, 2021 - Springer
Abstract The Internet of Things (IoT) is a rapidly emerging technology in the consumer and
industrial market. This technology has the potential to radically transform the consumer …

Transport and application layer DDoS attacks detection to IoT devices by using machine learning and deep learning models

JG Almaraz-Rivera, JA Perez-Diaz… - Sensors, 2022 - mdpi.com
From smart homes to industrial environments, the IoT is an ally to easing daily activities,
where some of them are critical. More and more devices are connected to and through the …