Machine and deep learning for iot security and privacy: applications, challenges, and future directions

S Bharati, P Podder - Security and communication networks, 2022 - Wiley Online Library
The integration of the Internet of Things (IoT) connects a number of intelligent devices with
minimum human interference that can interact with one another. IoT is rapidly emerging in …

Internet of things (iot) security intelligence: a comprehensive overview, machine learning solutions and research directions

IH Sarker, AI Khan, YB Abushark, F Alsolami - Mobile Networks and …, 2023 - Springer
Abstract The Internet of Things (IoT) is one of the most widely used technologies today, and
it has a significant effect on our lives in a variety of ways, including social, commercial, and …

Crucial attacks in internet of things via artificial intelligence techniques: The security survey

S Thavamani, D Mahesh, U Sinthuja… - AIP Conference …, 2022 - pubs.aip.org
The Internet of Things (IoT) is made up of a set of connected devices, which associated with
numerous sensors, actuators, and systems but not limited to sensor networks, Radio …

A top-down survey on securing IoT with machine learning: goals, recent advances and challenges

S Iqbal, S Qureshi - International Journal of Wireless and …, 2022 - inderscienceonline.com
The Internet of Things (IoT) has seen it all from being just another innovation to a leading
technology; it is now a binding force that interconnects various aspects of our lives. The IoT's …

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 …

DL‐IDS: a deep learning–based intrusion detection framework for securing IoT

Y Otoum, D Liu, A Nayak - Transactions on Emerging …, 2022 - Wiley Online Library
Abstract The Internet of Things (IoT) is comprised of numerous devices connected through
wired or wireless networks, including sensors and actuators. Recently, the number of IoT …

Exploring security threats and solutions Techniques for Internet of Things (IoT): from vulnerabilities to vigilance

SK Sahu, K Mazumdar - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
The rapid proliferation of Internet of Things (IoT) devices across various industries has
revolutionized the way we interact with technology. However, this widespread adoption has …

Deep Learning for IoT Security: Applications and Challenges

AA Soofi, H Ahmad - Emerging Technologies for Securing the Cloud …, 2024 - igi-global.com
The term internet of things (IoT) denotes the advanced phase of the internet, wherein a
worldwide communication infrastructure is established between individuals and machines …

A survey on learning-based intrusion detection systems for IoT networks

S Abdelhamid, M Aref, I Hegazy… - 2021 Tenth …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) networks have developed tremendously over the past years. The
main concept behind this technology is to facilitate information exchange between devices …

Design guidelines for machine learning-based cybersecurity in internet of things

A Boukerche, RWL Coutinho - IEEE Network, 2020 - ieeexplore.ieee.org
Cybersecurity is one of the building blocks in need of increasing attention in Internet of
things (IoT) applications. IoT has become a popular target for attackers seeking sensitive …