A Critical Overview of Industrial Internet of Things Security and Privacy Issues Using a Layer-Based Hacking Scenario

AH Eyeleko, T Feng - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
We have witnessed significant technological advancement over the past few years,
including the Internet of Things (IoT). The IoT's ability to connect consumer appliances to the …

Research Trends in the Use of Machine Learning Applied in Mobile Networks: A Bibliometric Approach and Research Agenda

V García-Pineda, A Valencia-Arias, JC Patiño-Vanegas… - Informatics, 2023 - mdpi.com
This article aims to examine the research trends in the development of mobile networks from
machine learning. The methodological approach starts from an analysis of 260 academic …

Proactive eavesdropping via jamming over short packet suspicious communications with finite blocklength

D Xu, H Zhu - IEEE Transactions on Communications, 2022 - ieeexplore.ieee.org
Short packet communications play key roles in the Internet-of-Things. Conventional
Shannon's coding theorem is not applicable for short packet communications, and the …

" If security is required" engineering and security practices for machine learning-based IoT devices

NK Gopalakrishna, D Anandayuvaraj, A Detti… - Proceedings of the 4th …, 2022 - dl.acm.org
The latest generation of IoT systems incorporate machine learning (ML) technologies on
edge devices. This introduces new engineering challenges to bring ML onto resource …

Deep reinforcement learning-based microservice selection in mobile edge computing

F Guo, B Tang, M Tang, W Liang - Cluster Computing, 2023 - Springer
In mobile edge computing environment, due to resources constraints of edge devices, when
user locations continue changing, the network will be delayed or interrupted, which affects …

Reflecting on recurring failures in iot development

D Anandayuvaraj, JC Davis - Proceedings of the 37th IEEE/ACM …, 2022 - dl.acm.org
As IoT systems are given more responsibility and autonomy, they offer greater benefits, but
also carry greater risks. We believe this trend invigorates an old challenge of software …

A 5 μW Standard Cell Memory-Based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing

M Eggimann, A Rahimi, L Benini - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Hyperdimensional computing (HDC) is a brain-inspired computing paradigm-based on high-
dimensional holistic representations of vectors. It recently gained attention for embedded …

ReapIoT: Reliable, energy-aware network protocol for large-scale internet-of-things (IoT) applications

A Badi, I Mahgoub - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
A new era is emerging where buildings, vehicles, factories, and appliances, among many
other entities will communicate with each other over the Internet, with limited or no human …

SmartAdapt: Multi-branch object detection framework for videos on mobiles

R Xu, F Mu, J Lee, P Mukherjee… - Proceedings of the …, 2022 - openaccess.thecvf.com
Several recent works seek to create lightweight deep networks for video object detection on
mobiles. We observe that many existing detectors, previously deemed computationally …

A lightweight mitigation approach against a new inundation attack in RPL-based IoT networks

M Rouissat, M Belkheir, IS Alsukayti, A Mokaddem - Applied Sciences, 2023 - mdpi.com
Internet of Things (IoT) networks are being widely deployed for a broad range of critical
applications. Without effective security support, such a trend would open the doors to …