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 …

A novel approach to detect IoT malware by system calls using Deep learning techniques

M Shobana, S Poonkuzhali - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Recently, IoT devices or smart objects widely utilized in all kinds of fields such as medical,
defense, automobile industry etc. Due to its intelligence and popularity, attacker seeks its …

A comparative analysis of various machine learning methods for anomaly detection in cyber attacks on IoT networks

MM Inuwa, R Das - Internet of Things, 2024 - Elsevier
This study explores the growing challenges of cybersecurity in the context of rapidly adopted
Internet of Things (IoT) technologies, which have become increasingly susceptible to cyber …

Security threats and artificial intelligence based countermeasures for internet of things networks: a comprehensive survey

S Zaman, K Alhazmi, MA Aseeri, MR Ahmed… - Ieee …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) has emerged as a technology capable of connecting
heterogeneous nodes/objects, such as people, devices, infrastructure, and makes our daily …

Defense scheme to protect IoT from cyber attacks using AI principles

TA Ahanger - International Journal of Computers Communications & …, 2018 - univagora.ro
Even in its infancy, the internet of things (IoT) has enticed most of the modern industrial
areas like smart cities, automobiles, medical technology. Since IoT connects everything …

Anomaly-based intrusion detection system for IoT application

M Bhavsar, K Roy, J Kelly, O Olusola - Discover Internet of things, 2023 - Springer
Abstract Internet-of-Things (IoT) connects various physical objects through the Internet and it
has a wide application, such as in transportation, military, healthcare, agriculture, and many …

[HTML][HTML] Accuracy determination using deep learning technique in cloud-based IoT sensor environment

B Raviprasad, CR Mohan, GNR Devi, R Pugalenthi… - Measurement …, 2022 - Elsevier
Abstract The Internet of Things (IoT) offers users a wide variety of facilities because it
interconnects billions of smart devices. However, when connected to wireless connections …

A long short-term memory based approach for detecting cyber attacks in IoT using CIC-IoT2023 dataset

AI Jony, AKB Arnob - Journal of Edge Computing, 2024 - acnsci.org
The growth of Internet of Things (IoT) gadgets has ushered in a new era of connectedness
and convenience, but it has also sparked worries about security flaws. Long Short-Term …

A survey of internet of things and cyber-physical systems: standards, algorithms, applications, security, challenges, and future directions

KT Chui, BB Gupta, J Liu, V Arya, N Nedjah… - Information, 2023 - mdpi.com
The smart city vision has driven the rapid development and advancement of interconnected
technologies using the Internet of Things (IoT) and cyber-physical systems (CPS). In this …

The detection of IoT botnet using machine learning on IoT-23 dataset

F Jeelani, DS Rai, A Maithani… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
As smart devices and the Internet develop; the Internet of Things (IoT) technologies have
become an important factor in our life. IoT helps manufactory companies to monitor the …