Deep learning and big data technologies for IoT security

MA Amanullah, RAA Habeeb, FH Nasaruddin… - Computer …, 2020 - Elsevier
Technology has become inevitable in human life, especially the growth of Internet of Things
(IoT), which enables communication and interaction with various devices. However, IoT has …

A comprehensive study of cyber security attacks, classification, and countermeasures in the internet of things

MA Haque, S Haque, K Kumar… - Handbook of research on …, 2021 - igi-global.com
The role of the internet of things (IoT) and cyberspace in a digital society is well recognized,
and they have become tremendously popular due to certain features like the ability to ease …

Internet of things: Evolution, concerns and security challenges

P Malhotra, Y Singh, P Anand, DK Bangotra, PK Singh… - Sensors, 2021 - mdpi.com
The escalated growth of the Internet of Things (IoT) has started to reform and reshape our
lives. The deployment of a large number of objects adhered to the internet has unlocked the …

Using machine learning algorithms to enhance IoT system security

H El-Sofany, SA El-Seoud, OH Karam… - Scientific Reports, 2024 - nature.com
Abstract The term “Internet of Things”(IoT) refers to a system of networked computing
devices that may work and communicate with one another without direct human intervention …

Securing the Internet of Things in Artificial Intelligence Era: A Comprehensive Survey

M Humayun, N Tariq, M Alfayad, M Zakwan… - IEEE …, 2024 - ieeexplore.ieee.org
The Internet of Things (IoT) has revolutionized various domains, enabling interconnected
devices to communicate and exchange data. The integration of Artificial Intelligence (AI) in …

Cyber‐Internet Security Framework to Conquer Energy‐Related Attacks on the Internet of Things with Machine Learning Techniques

A Kumar, D Dhabliya, P Agarwal… - Computational …, 2022 - Wiley Online Library
The Internet of Things (IoT) ushers in a new era of communication that depends on a broad
range of things and many types of communication technologies to share information. This …

Refined LSTM based intrusion detection for denial-of-service attack in Internet of Things

KO Adefemi Alimi, K Ouahada… - Journal of sensor and …, 2022 - mdpi.com
The Internet of Things (IoT) is a promising technology that allows numerous devices to be
connected for ease of communication. The heterogeneity and ubiquity of the various …

Deep learning for intrusion detection and security of Internet of things (IoT): current analysis, challenges, and possible solutions

AR Khan, M Kashif, RH Jhaveri, R Raut… - Security and …, 2022 - Wiley Online Library
In the last decade, huge growth is recorded globally in computer networks and Internet of
Things (IoT) networks due to the exponential data generation, approximately zettabyte to a …

[HTML][HTML] Addressing internet of things security by enhanced sine cosine metaheuristics tuned hybrid machine learning model and results interpretation based on shap …

M Dobrojevic, M Zivkovic, A Chhabra, NS Sani… - PeerJ Computer …, 2023 - peerj.com
An ever increasing number of electronic devices integrated into the Internet of Things (IoT)
generates vast amounts of data, which gets transported via network and stored for further …

CNN-based approach for IoT intrusion attack detection

A Kumar, I Sharma - 2023 International conference on …, 2023 - ieeexplore.ieee.org
Internet of things-based devices is widely used in various applications to ease the usage of
technology. The applications of such devices lie in multiple sectors like healthcare, supply …