A survey of electromagnetic side-channel attacks and discussion on their case-progressing potential for digital forensics

A Sayakkara, NA Le-Khac, M Scanlon - Digital Investigation, 2019 - Elsevier
The increasing prevalence of Internet of Things (IoT) devices has made it inevitable that their
pertinence to digital forensic investigations will increase into the foreseeable future. These …

Authorized and rogue device discrimination using dimensionally reduced RF-DNA fingerprints

DR Reising, MA Temple… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Unauthorized network access and spoofing attacks at wireless access points (WAPs) have
been traditionally addressed using bit-centric security measures and remain a major …

Radio identity verification-based IoT security using RF-DNA fingerprints and SVM

D Reising, J Cancelleri, TD Loveless… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
It is estimated that the number of Internet-of-Things (IoT) devices will reach 75 billion in the
next five years. Most of those currently and soon-to-be deployed devices lack sufficient …

Improving ZigBee device network authentication using ensemble decision tree classifiers with radio frequency distinct native attribute fingerprinting

HJ Patel, MA Temple… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
The popularity of ZigBee devices continues to grow in home automation, transportation,
traffic management, and Industrial Control System (ICS) applications given their low-cost …

Identification of OFDM-based radios under rayleigh fading using RF-DNA and deep learning

MKM Fadul, DR Reising, M Sartipi - IEEE Access, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is here and has permeated every aspect of our lives. A disturbing
fact is that the majority of all IoT devices employ weak or no encryption at all. This coupled …

[HTML][HTML] Leveraging electromagnetic side-channel analysis for the investigation of IoT devices

A Sayakkara, NA Le-Khac, M Scanlon - Digital Investigation, 2019 - Elsevier
Abstract Internet of Things (IoT) devices have expanded the horizon of digital forensic
investigations by providing a rich set of new evidence sources. IoT devices includes health …

Improving rf-dna fingerprinting performance in an indoor multipath environment using semi-supervised learning

MKM Fadul, DR Reising, LP Weerasena… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Internet of Things (IoT) deployments are expected to reach 75.4 billion by 2025. Roughly
70% of all IoT devices employ weak or no encryption, thus putting them and their connected …

Nelder-mead simplex channel estimation for the RF-DNA fingerprinting of OFDM transmitters under Rayleigh fading conditions

M Fadul, D Reising, TD Loveless… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The Internet of Things (IoT) is a collection of Internet connected devices capable of
interacting with the physical world and computer systems. It is estimated that IoT will consist …

射频指纹识别的研究现状及趋势

曾勇虎, 陈翔, 林云, 郝晓军, 许雄, 汪连栋 - 电波科学学报, 2020 - cjors.cn
传统的基于密码机制和安全协议的无线网络安全存在隐患, 新的基于物理层的射频指纹(radio
frequency fingerprinting, RFF) 方法利用发射机射频信号的细微差异来区分不同个体 …

RF-DNA fingerprint classification of OFDM signals using a Rayleigh fading channel model

MKM Fadul, DR Reising, TD Loveless… - 2019 IEEE Wireless …, 2019 - ieeexplore.ieee.org
The Internet of Things is a collection of Internet connected devices capable of interacting
with the physical world and computer-based systems and is estimated to consist of 20 to 50 …