Cargando…

A Circuit-Level Solution for Secure Temperature Sensor

Temperature sensors play an important role in modern monitoring and control applications. When more and more sensors are integrated into internet-connected systems, the integrity and security of sensors become a concern and cannot be ignored anymore. As sensors are typically low-end devices, there i...

Descripción completa

Detalles Bibliográficos
Autores principales: Kajol, Mashrafi Alam, Monjur, Mohammad Mezanur Rahman, Yu, Qiaoyan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305419/
https://www.ncbi.nlm.nih.gov/pubmed/37420851
http://dx.doi.org/10.3390/s23125685
_version_ 1785065729465253888
author Kajol, Mashrafi Alam
Monjur, Mohammad Mezanur Rahman
Yu, Qiaoyan
author_facet Kajol, Mashrafi Alam
Monjur, Mohammad Mezanur Rahman
Yu, Qiaoyan
author_sort Kajol, Mashrafi Alam
collection PubMed
description Temperature sensors play an important role in modern monitoring and control applications. When more and more sensors are integrated into internet-connected systems, the integrity and security of sensors become a concern and cannot be ignored anymore. As sensors are typically low-end devices, there is no built-in defense mechanism in sensors. It is common that system-level defense provides protection against security threats on sensors. Unfortunately, high-level countermeasures do not differentiate the root of cause and treat all anomalies with system-level recovery processes, resulting in high-cost overhead on delay and power consumption. In this work, we propose a secure architecture for temperature sensors with a transducer and a signal conditioning unit. The proposed architecture estimates the sensor data with statistical analysis and generates a residual signal for anomaly detection at the signal conditioning unit. Moreover, complementary current–temperature characteristics are exploited to generate a constant current reference for attack detection at the transducer level. Anomaly detection at the signal conditioning unit and attack detection at the transducer unit make the temperature sensor attack resilient to intentional and unintentional attacks. Simulation results show that our sensor is capable of detecting an under-powering attack and analog Trojan from a significant signal vibration in the constant current reference. Furthermore, the anomaly detection unit detects anomalies at the signal conditioning level from the generated residual signal. The proposed detection system is resilient against any intentional and unintentional attacks, with a detection rate of 97.73%.
format Online
Article
Text
id pubmed-10305419
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-103054192023-06-29 A Circuit-Level Solution for Secure Temperature Sensor Kajol, Mashrafi Alam Monjur, Mohammad Mezanur Rahman Yu, Qiaoyan Sensors (Basel) Article Temperature sensors play an important role in modern monitoring and control applications. When more and more sensors are integrated into internet-connected systems, the integrity and security of sensors become a concern and cannot be ignored anymore. As sensors are typically low-end devices, there is no built-in defense mechanism in sensors. It is common that system-level defense provides protection against security threats on sensors. Unfortunately, high-level countermeasures do not differentiate the root of cause and treat all anomalies with system-level recovery processes, resulting in high-cost overhead on delay and power consumption. In this work, we propose a secure architecture for temperature sensors with a transducer and a signal conditioning unit. The proposed architecture estimates the sensor data with statistical analysis and generates a residual signal for anomaly detection at the signal conditioning unit. Moreover, complementary current–temperature characteristics are exploited to generate a constant current reference for attack detection at the transducer level. Anomaly detection at the signal conditioning unit and attack detection at the transducer unit make the temperature sensor attack resilient to intentional and unintentional attacks. Simulation results show that our sensor is capable of detecting an under-powering attack and analog Trojan from a significant signal vibration in the constant current reference. Furthermore, the anomaly detection unit detects anomalies at the signal conditioning level from the generated residual signal. The proposed detection system is resilient against any intentional and unintentional attacks, with a detection rate of 97.73%. MDPI 2023-06-18 /pmc/articles/PMC10305419/ /pubmed/37420851 http://dx.doi.org/10.3390/s23125685 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kajol, Mashrafi Alam
Monjur, Mohammad Mezanur Rahman
Yu, Qiaoyan
A Circuit-Level Solution for Secure Temperature Sensor
title A Circuit-Level Solution for Secure Temperature Sensor
title_full A Circuit-Level Solution for Secure Temperature Sensor
title_fullStr A Circuit-Level Solution for Secure Temperature Sensor
title_full_unstemmed A Circuit-Level Solution for Secure Temperature Sensor
title_short A Circuit-Level Solution for Secure Temperature Sensor
title_sort circuit-level solution for secure temperature sensor
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10305419/
https://www.ncbi.nlm.nih.gov/pubmed/37420851
http://dx.doi.org/10.3390/s23125685
work_keys_str_mv AT kajolmashrafialam acircuitlevelsolutionforsecuretemperaturesensor
AT monjurmohammadmezanurrahman acircuitlevelsolutionforsecuretemperaturesensor
AT yuqiaoyan acircuitlevelsolutionforsecuretemperaturesensor
AT kajolmashrafialam circuitlevelsolutionforsecuretemperaturesensor
AT monjurmohammadmezanurrahman circuitlevelsolutionforsecuretemperaturesensor
AT yuqiaoyan circuitlevelsolutionforsecuretemperaturesensor