Use of Thermistor Temperature Sensors for Cyber-Physical System Security
Abstract
The last few decades have seen a large proliferation in the prevalence of cyber-physical systems. This has been especially highlighted by the explosive growth in the number of Internet of Things (IoT) devices. Unfortunately, the increasing prevalence of these devices has begun to draw the attention of malicious entities which exploit them for their own gain. What makes these devices especially attractive is the various resource constraints present in these devices that make it difficult to add standard security features. Therefore, one intriguing research direction is creating security solutions out of already present components such as sensors. Physically Unclonable Functions (PUFs) are one potential solution that use intrinsic variations of the device manufacturing process for provisioning security. In this work, we propose a novel weak PUF design using thermistor temperature sensors. Our design uses the differences in resistance variation between thermistors in response to temperature change. To generate a PUF that is reliable across a range of temperatures, we use a response-generation algorithm that helps mitigate the effects of temperature variation on the thermistors. We tested the performance of our proposed design across a range of environmental operating conditions. From this we were able to evaluate the reliability of themore »
- Authors:
-
- Univ. of Kentucky, Lexington, KY (United States). Dept. of Electrical and Computer Engineering
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Cyber and Applied Data Analytics Division
- Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States). Computational Sciences and Engineering Division
- Publication Date:
- Research Org.:
- Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
- Sponsoring Org.:
- USDOE Office of Energy Efficiency and Renewable Energy (EERE)
- OSTI Identifier:
- 1659635
- Grant/Contract Number:
- AC05-00OR22725
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Sensors
- Additional Journal Information:
- Journal Volume: 19; Journal Issue: 18; Journal ID: ISSN 1424-8220
- Publisher:
- MDPI AG
- Country of Publication:
- United States
- Language:
- English
- Subject:
- cyber-physical systems; Internet of Things (IoT); physically unclonable function (PUF); security; sensor PUF; thermistor
Citation Formats
Labrado, Carson, Thapliyal, Himanshu, Prowell, Stacy, and Kuruganti, Teja. Use of Thermistor Temperature Sensors for Cyber-Physical System Security. United States: N. p., 2019.
Web. doi:10.3390/s19183905.
Labrado, Carson, Thapliyal, Himanshu, Prowell, Stacy, & Kuruganti, Teja. Use of Thermistor Temperature Sensors for Cyber-Physical System Security. United States. https://doi.org/10.3390/s19183905
Labrado, Carson, Thapliyal, Himanshu, Prowell, Stacy, and Kuruganti, Teja. Tue .
"Use of Thermistor Temperature Sensors for Cyber-Physical System Security". United States. https://doi.org/10.3390/s19183905. https://www.osti.gov/servlets/purl/1659635.
@article{osti_1659635,
title = {Use of Thermistor Temperature Sensors for Cyber-Physical System Security},
author = {Labrado, Carson and Thapliyal, Himanshu and Prowell, Stacy and Kuruganti, Teja},
abstractNote = {The last few decades have seen a large proliferation in the prevalence of cyber-physical systems. This has been especially highlighted by the explosive growth in the number of Internet of Things (IoT) devices. Unfortunately, the increasing prevalence of these devices has begun to draw the attention of malicious entities which exploit them for their own gain. What makes these devices especially attractive is the various resource constraints present in these devices that make it difficult to add standard security features. Therefore, one intriguing research direction is creating security solutions out of already present components such as sensors. Physically Unclonable Functions (PUFs) are one potential solution that use intrinsic variations of the device manufacturing process for provisioning security. In this work, we propose a novel weak PUF design using thermistor temperature sensors. Our design uses the differences in resistance variation between thermistors in response to temperature change. To generate a PUF that is reliable across a range of temperatures, we use a response-generation algorithm that helps mitigate the effects of temperature variation on the thermistors. We tested the performance of our proposed design across a range of environmental operating conditions. From this we were able to evaluate the reliability of the proposed PUF with respect to variations in temperature and humidity. We also evaluated the PUF’s uniqueness using Monte Carlo simulations.},
doi = {10.3390/s19183905},
journal = {Sensors},
number = 18,
volume = 19,
place = {United States},
year = {Tue Sep 10 00:00:00 EDT 2019},
month = {Tue Sep 10 00:00:00 EDT 2019}
}
Web of Science
Works referenced in this record:
IoT Device Security: Challenging “A Lightweight RFID Mutual Authentication Protocol Based on Physical Unclonable Function”
journal, December 2018
- Bendavid, Ygal; Bagheri, Nasour; Safkhani, Masoumeh
- Sensors, Vol. 18, Issue 12
A Survey on Silicon PUFs and Recent Advances in Ring Oscillator PUFs
journal, July 2014
- Zhang, Ji-Liang; Qu, Gang; Lv, Yong-Qiang
- Journal of Computer Science and Technology, Vol. 29, Issue 4
Real-Time Detection and Estimation of Denial of Service Attack in Connected Vehicle Systems
journal, December 2018
- Abdollahi Biron, Zoleikha; Dey, Satadru; Pisu, Pierluigi
- IEEE Transactions on Intelligent Transportation Systems, Vol. 19, Issue 12
Design of a Piezoelectric-Based Physically Unclonable Function for IoT Security
journal, April 2019
- Labrado, Carson; Thapliyal, Himanshu
- IEEE Internet of Things Journal, Vol. 6, Issue 2
Security Issues and Challenges for the IoT-based Smart Grid
journal, January 2014
- Bekara, Chakib
- Procedia Computer Science, Vol. 34
Active Plant Wall for Green Indoor Climate Based on Cloud and Internet of Things
journal, January 2018
- Liu, Yu; Akram Hassan, Kahin; Karlsson, Magnus
- IEEE Access, Vol. 6
Emerging Physical Unclonable Functions With Nanotechnology
journal, January 2016
- Gao, Yansong; Ranasinghe, Damith C.; Al-Sarawi, Said F.
- IEEE Access, Vol. 4
IoT security: Review, blockchain solutions, and open challenges
journal, May 2018
- Khan, Minhaj Ahmad; Salah, Khaled
- Future Generation Computer Systems, Vol. 82
Botnets and Internet of Things Security
journal, February 2017
- Bertino, Elisa; Islam, Nayeem
- Computer, Vol. 50, Issue 2
A PUF- and Biometric-Based Lightweight Hardware Solution to Increase Security at Sensor Nodes
journal, July 2018
- Arjona, Rosario; Prada-Delgado, Miguel; Arcenegui, Javier
- Sensors, Vol. 18, Issue 8
Intrinsic Physical Unclonable Function (PUF) Sensors in Commodity Devices
journal, May 2019
- Chen, Shuai; Li, Bing; Cao, Yuan
- Sensors, Vol. 19, Issue 11
Cyber-Physical Systems Security—A Survey
journal, December 2017
- Humayed, Abdulmalik; Lin, Jingqiang; Li, Fengjun
- IEEE Internet of Things Journal, Vol. 4, Issue 6
Think Like a Hacker: Insights on the Latest Attack Vectors (and Security Controls) for Medical Device Applications
journal, December 2016
- Khera, Mandeep
- Journal of Diabetes Science and Technology, Vol. 11, Issue 2
Helper Data Algorithms for PUF-Based Key Generation: Overview and Analysis
journal, June 2015
- Delvaux, Jeroen; Gu, Dawu; Schellekens, Dries
- IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 34, Issue 6
Physical Unclonable Functions and Applications: A Tutorial
journal, August 2014
- Herder, Charles; Yu, Meng-Day; Koushanfar, Farinaz
- Proceedings of the IEEE, Vol. 102, Issue 8
Robustness Analysis of a Memristive Crossbar PUF Against Modeling Attacks
journal, May 2017
- Uddin, Mesbah; Majumder, Md. Badruddoja; Rose, Garrett S.
- IEEE Transactions on Nanotechnology, Vol. 16, Issue 3
Photonic Side-Channel Analysis of Arbiter PUFs
journal, April 2016
- Tajik, Shahin; Dietz, Enrico; Frohmann, Sven
- Journal of Cryptology, Vol. 30, Issue 2
Key Reconciliation Protocols For Error Correction Of Silicon Puf Responses
text, January 2017
- Colombier, Brice; Bossuet, Lilian; Hély, David
- Zenodo
Photonic Side-Channel Analysis of Arbiter PUFs
journal, April 2016
- Tajik, Shahin; Dietz, Enrico; Frohmann, Sven
- Journal of Cryptology, Vol. 30, Issue 2
A Survey on Silicon PUFs and Recent Advances in Ring Oscillator PUFs
journal, July 2014
- Zhang, Ji-Liang; Qu, Gang; Lv, Yong-Qiang
- Journal of Computer Science and Technology, Vol. 29, Issue 4
IoT security: Review, blockchain solutions, and open challenges
journal, May 2018
- Khan, Minhaj Ahmad; Salah, Khaled
- Future Generation Computer Systems, Vol. 82
A Roadmap to the Programmable World: Software Challenges in the IoT Era
journal, January 2017
- Taivalsaari, Antero; Mikkonen, Tommi
- IEEE Software, Vol. 34, Issue 1
Key Reconciliation Protocols for Error Correction of Silicon PUF Responses
journal, August 2017
- Colombier, Brice; Bossuet, Lilian; Fischer, Viktor
- IEEE Transactions on Information Forensics and Security, Vol. 12, Issue 8
MRAM PUF: A Novel Geometry Based Magnetic PUF With Integrated CMOS
journal, May 2015
- Das, Jayita; Scott, Kevin; Rajaram, Srinath
- IEEE Transactions on Nanotechnology, Vol. 14, Issue 3
MEMS Gyroscopes as Physical Unclonable Functions
conference, October 2016
- Willers, Oliver; Huth, Christopher; Guajardo, Jorge
- Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security
Think Like a Hacker: Insights on the Latest Attack Vectors (and Security Controls) for Medical Device Applications
journal, December 2016
- Khera, Mandeep
- Journal of Diabetes Science and Technology, Vol. 11, Issue 2
A PUF- and Biometric-Based Lightweight Hardware Solution to Increase Security at Sensor Nodes
journal, July 2018
- Arjona, Rosario; Prada-Delgado, Miguel; Arcenegui, Javier
- Sensors, Vol. 18, Issue 8
IoT Device Security: Challenging “A Lightweight RFID Mutual Authentication Protocol Based on Physical Unclonable Function”
journal, December 2018
- Bendavid, Ygal; Bagheri, Nasour; Safkhani, Masoumeh
- Sensors, Vol. 18, Issue 12
Intrinsic Physical Unclonable Function (PUF) Sensors in Commodity Devices
journal, May 2019
- Chen, Shuai; Li, Bing; Cao, Yuan
- Sensors, Vol. 19, Issue 11
Cyber-Physical Systems Security -- A Survey
preprint, January 2017
- Humayed, Abdulmalik; Lin, Jingqiang; Li, Fengjun
- arXiv
Works referencing / citing this record:
Bio-Inspired Approaches to Safety and Security in IoT-Enabled Cyber-Physical Systems
journal, February 2020
- Johnson, Anju P.; Al-Aqrabi, Hussain; Hill, Richard
- Sensors, Vol. 20, Issue 3