TY - JOUR
T1 - A Survey on Sensor-Based Threats and Attacks to Smart Devices and Applications
AU - Sikder, Amit Kumar
AU - Petracca, Giuseppe
AU - Aksu, Hidayet
AU - Jaeger, Trent
AU - Uluagac, A. Selcuk
N1 - Funding Information:
Manuscript received September 26, 2019; revised April 24, 2020, September 14, 2020, and January 8, 2021; accepted February 8, 2021. Date of publication March 8, 2021; date of current version May 21, 2021. This work was supported in part by the U.S. National Science Foundation under Award NSF-CAREER-CNS-1453647 and Award NSF-CNS-1718116; and in part by the Army Research Laboratory and was accomplished through Cooperative Agreement under Grant W911NF-13-2-0045 (ARL Cyber Security CRA). (Corresponding author: Amit Kumar Sikder.) Amit Kumar Sikder, Hidayet Aksu, and A. Selcuk Uluagac are with the Cyber-Physical Systems Security Lab, Electrical and Computer Engineering Department, Florida International University, Miami, FL 33174 USA (e-mail: asikd003@fiu.edu; haksu@fiu.edu; suluagac@fiu.edu).
Publisher Copyright:
© 1998-2012 IEEE.
PY - 2021/4/1
Y1 - 2021/4/1
N2 - Modern electronic devices have become 'smart' as well as omnipresent in our day-to-day lives. From small household devices to large industrial machines, smart devices have become very popular in every possible application domain. Smart devices in our homes, offices, buildings, and cities can connect with other devices as well as with the physical world around them. This increasing popularity has also placed smart devices as the center of attention among attackers. Already, several types of malicious activities exist that attempt to compromise the security and privacy of smart devices. One interesting and noteworthy emerging threat vector is the attacks that abuse the use of sensors on smart devices. Smart devices are vulnerable to sensor-based threats and attacks due to the lack of proper security mechanisms available to control the use of sensors by installed apps. By exploiting the sensors (e.g., accelerometer, gyroscope, microphone, light sensor, etc.) on a smart device, attackers can extract information from the device, transfer malware to a device, or trigger a malicious activity to compromise the device. In this paper, we explore various threats and attacks abusing sensors of smart devices for malicious purposes. Specifically, we present a detailed survey about existing sensor-based threats and attacks to smart devices and countermeasures that have been developed to secure smart devices from sensor-based threats. Furthermore, we discuss security and privacy issues of smart devices in the context of sensor-based threats and attacks and conclude with future research directions.
AB - Modern electronic devices have become 'smart' as well as omnipresent in our day-to-day lives. From small household devices to large industrial machines, smart devices have become very popular in every possible application domain. Smart devices in our homes, offices, buildings, and cities can connect with other devices as well as with the physical world around them. This increasing popularity has also placed smart devices as the center of attention among attackers. Already, several types of malicious activities exist that attempt to compromise the security and privacy of smart devices. One interesting and noteworthy emerging threat vector is the attacks that abuse the use of sensors on smart devices. Smart devices are vulnerable to sensor-based threats and attacks due to the lack of proper security mechanisms available to control the use of sensors by installed apps. By exploiting the sensors (e.g., accelerometer, gyroscope, microphone, light sensor, etc.) on a smart device, attackers can extract information from the device, transfer malware to a device, or trigger a malicious activity to compromise the device. In this paper, we explore various threats and attacks abusing sensors of smart devices for malicious purposes. Specifically, we present a detailed survey about existing sensor-based threats and attacks to smart devices and countermeasures that have been developed to secure smart devices from sensor-based threats. Furthermore, we discuss security and privacy issues of smart devices in the context of sensor-based threats and attacks and conclude with future research directions.
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U2 - 10.1109/COMST.2021.3064507
DO - 10.1109/COMST.2021.3064507
M3 - Review article
AN - SCOPUS:85102618670
SN - 1553-877X
VL - 23
SP - 1125
EP - 1159
JO - IEEE Communications Surveys and Tutorials
JF - IEEE Communications Surveys and Tutorials
IS - 2
M1 - 9372295
ER -