Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security

Lightweight physical unclonable functions (LPUFs) exploit manufacturing process variations of semiconductor integrated circuits (ICs) to protect IoT-based electronic and smart devices from new cyberattacks. This paper proposes two novel security techniques to enhance the robustness of LPUFs using co...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE access 2021, Vol.9, p.136792-136810
Hauptverfasser: Amsaad, Fathi, Oun, Ahmed, Niamat, Mohammed Y., Razaque, Abdul, Kose, Selcuk, Mahmoud, Mohamed, Alasmary, Waleed, Alsolami, Fawaz
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 136810
container_issue
container_start_page 136792
container_title IEEE access
container_volume 9
creator Amsaad, Fathi
Oun, Ahmed
Niamat, Mohammed Y.
Razaque, Abdul
Kose, Selcuk
Mahmoud, Mohamed
Alasmary, Waleed
Alsolami, Fawaz
description Lightweight physical unclonable functions (LPUFs) exploit manufacturing process variations of semiconductor integrated circuits (ICs) to protect IoT-based electronic and smart devices from new cyberattacks. This paper proposes two novel security techniques to enhance the robustness of LPUFs using configurable-based ring oscillator PUFs (CF-ROPUFs). These techniques are the intra-die frequency aware (IFA) approach to improve PUF reliability and the logarithmic gamma function ( Ln_{\gamma } ) technique to enhance PUF randomness. The lightweight CF-ROPUF design is realized on hardware, and data samples are collected under varying temperatures and supply voltages over a population of 30 Spartan-3E FPGAs. Experimental results of the IFA technique in terms of average Hamming Weight (HM) demonstrate that the percentage of the reliable RO sample frequencies PUF output is 98.5%. For the analysis, PUF reliability is evaluated in terms of accuracy, repeatability, and reproducibility, the international organization for Standardization (ISO) standards. The results indicate that the RO samples are accurately measured from the CF-ROPUFs mapped in all the chips. After using the proposed 1-out-of-r coding algorithm, the results demonstrate high average repeatability of 98.2% and a magnified average reproducibility of 99.63%. It is also shown that our CF-ROPUF design is immune from accelerated aging impacts reliability issues. Statistical results show that Ln( Ln_{\gamma } ) enhances the normality and mitigate the negative impacts of the systematic process variations on RO sample frequencies. Randomness results show that CF-ROPUF binary response bits can successfully pass the 15 NIST test suites for true randomness with an enhanced percentage, 93.3%, with the application of the 1-out-of-r coding.
doi_str_mv 10.1109/ACCESS.2021.3117240
format Article
fullrecord <record><control><sourceid>proquest_ieee_</sourceid><recordid>TN_cdi_proquest_journals_2581570783</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>9557269</ieee_id><doaj_id>oai_doaj_org_article_fe3fa247e55341ecaab4dfe059ef23fd</doaj_id><sourcerecordid>2581570783</sourcerecordid><originalsourceid>FETCH-LOGICAL-c474t-a72f22f8ef7eaa3046944cf3520249969294977b39f3e265ff1bfed00668d4813</originalsourceid><addsrcrecordid>eNpNUV1r4zAQNKWFll5-QV8E9-xUn5b1GEx6DQTuaNpnIdu7iUJq9SSb0n9_Sl3K7cOuGGZmtUxR3DG6ZIya-1XTrHe7JaecLQVjmkt6UdxwVplSKFFd_ve-LhYpHWmuOkNK3xTdeji4ofPDnowHIH8gYoivGQESkGz9_jC-w7mTJgzo91N07SnzXh5IJpKn0E5pJJvwTB5d7N9dhHKVkk8j9GQH3RT9-PGjuEJ3SrD4mrfFy8P6uXkst79_bZrVtuyklmPpNEfOsQbU4JygsjJSdihUvkwaUxlupNG6FQYF8Eohshahp7Sq6l7WTNwWm9m3D-5o36J_dfHDBuftJxDi3ro4-u4EFkGg41KDUkIy6JxrZY9AlQHkAvvs9XP2eovh7wRptMcwxSF_33JVM6WprkVmiZnVxZBSBPzeyqg9h2PncOw5HPsVTlbdzSoPAN8Ko5TmlRH_AIUJisc</addsrcrecordid><sourcetype>Open Website</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2581570783</pqid></control><display><type>article</type><title>Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security</title><source>IEEE Open Access Journals</source><source>DOAJ Directory of Open Access Journals</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><creator>Amsaad, Fathi ; Oun, Ahmed ; Niamat, Mohammed Y. ; Razaque, Abdul ; Kose, Selcuk ; Mahmoud, Mohamed ; Alasmary, Waleed ; Alsolami, Fawaz</creator><creatorcontrib>Amsaad, Fathi ; Oun, Ahmed ; Niamat, Mohammed Y. ; Razaque, Abdul ; Kose, Selcuk ; Mahmoud, Mohamed ; Alasmary, Waleed ; Alsolami, Fawaz</creatorcontrib><description><![CDATA[Lightweight physical unclonable functions (LPUFs) exploit manufacturing process variations of semiconductor integrated circuits (ICs) to protect IoT-based electronic and smart devices from new cyberattacks. This paper proposes two novel security techniques to enhance the robustness of LPUFs using configurable-based ring oscillator PUFs (CF-ROPUFs). These techniques are the intra-die frequency aware (IFA) approach to improve PUF reliability and the logarithmic gamma function (<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) technique to enhance PUF randomness. The lightweight CF-ROPUF design is realized on hardware, and data samples are collected under varying temperatures and supply voltages over a population of 30 Spartan-3E FPGAs. Experimental results of the IFA technique in terms of average Hamming Weight (HM) demonstrate that the percentage of the reliable RO sample frequencies PUF output is 98.5%. For the analysis, PUF reliability is evaluated in terms of accuracy, repeatability, and reproducibility, the international organization for Standardization (ISO) standards. The results indicate that the RO samples are accurately measured from the CF-ROPUFs mapped in all the chips. After using the proposed 1-out-of-r coding algorithm, the results demonstrate high average repeatability of 98.2% and a magnified average reproducibility of 99.63%. It is also shown that our CF-ROPUF design is immune from accelerated aging impacts reliability issues. Statistical results show that Ln(<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) enhances the normality and mitigate the negative impacts of the systematic process variations on RO sample frequencies. Randomness results show that CF-ROPUF binary response bits can successfully pass the 15 NIST test suites for true randomness with an enhanced percentage, 93.3%, with the application of the 1-out-of-r coding.]]></description><identifier>ISSN: 2169-3536</identifier><identifier>EISSN: 2169-3536</identifier><identifier>DOI: 10.1109/ACCESS.2021.3117240</identifier><identifier>CODEN: IAECCG</identifier><language>eng</language><publisher>Piscataway: IEEE</publisher><subject>Algorithms ; Circuit protection ; Coding ; configurable ROPUF ; Electronic devices ; Encoding ; Fabrication ; Gamma function ; Hardware ; Integrated circuits ; Internet of Things ; ISO standards ; Lightweight ; Lightweight hardware-assisted security ; Normality ; Performance enhancement ; Physical unclonable function ; PUF aging ; PUF reliability ; Randomness ; Reliability ; Reliability analysis ; Reproducibility ; Security ; Standardization ; Statistical methods ; trusted Internet of Thing (IoT) consumer electronic devices</subject><ispartof>IEEE access, 2021, Vol.9, p.136792-136810</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c474t-a72f22f8ef7eaa3046944cf3520249969294977b39f3e265ff1bfed00668d4813</citedby><cites>FETCH-LOGICAL-c474t-a72f22f8ef7eaa3046944cf3520249969294977b39f3e265ff1bfed00668d4813</cites><orcidid>0000-0002-1641-5046 ; 0000-0001-8095-6691 ; 0000-0002-8719-501X ; 0000-0002-1896-1569 ; 0000-0001-6069-9261 ; 0000-0002-4349-144X ; 0000-0002-0396-1347</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/9557269$$EHTML$$P50$$Gieee$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,860,2096,4010,27610,27900,27901,27902,54908</link.rule.ids></links><search><creatorcontrib>Amsaad, Fathi</creatorcontrib><creatorcontrib>Oun, Ahmed</creatorcontrib><creatorcontrib>Niamat, Mohammed Y.</creatorcontrib><creatorcontrib>Razaque, Abdul</creatorcontrib><creatorcontrib>Kose, Selcuk</creatorcontrib><creatorcontrib>Mahmoud, Mohamed</creatorcontrib><creatorcontrib>Alasmary, Waleed</creatorcontrib><creatorcontrib>Alsolami, Fawaz</creatorcontrib><title>Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security</title><title>IEEE access</title><addtitle>Access</addtitle><description><![CDATA[Lightweight physical unclonable functions (LPUFs) exploit manufacturing process variations of semiconductor integrated circuits (ICs) to protect IoT-based electronic and smart devices from new cyberattacks. This paper proposes two novel security techniques to enhance the robustness of LPUFs using configurable-based ring oscillator PUFs (CF-ROPUFs). These techniques are the intra-die frequency aware (IFA) approach to improve PUF reliability and the logarithmic gamma function (<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) technique to enhance PUF randomness. The lightweight CF-ROPUF design is realized on hardware, and data samples are collected under varying temperatures and supply voltages over a population of 30 Spartan-3E FPGAs. Experimental results of the IFA technique in terms of average Hamming Weight (HM) demonstrate that the percentage of the reliable RO sample frequencies PUF output is 98.5%. For the analysis, PUF reliability is evaluated in terms of accuracy, repeatability, and reproducibility, the international organization for Standardization (ISO) standards. The results indicate that the RO samples are accurately measured from the CF-ROPUFs mapped in all the chips. After using the proposed 1-out-of-r coding algorithm, the results demonstrate high average repeatability of 98.2% and a magnified average reproducibility of 99.63%. It is also shown that our CF-ROPUF design is immune from accelerated aging impacts reliability issues. Statistical results show that Ln(<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) enhances the normality and mitigate the negative impacts of the systematic process variations on RO sample frequencies. Randomness results show that CF-ROPUF binary response bits can successfully pass the 15 NIST test suites for true randomness with an enhanced percentage, 93.3%, with the application of the 1-out-of-r coding.]]></description><subject>Algorithms</subject><subject>Circuit protection</subject><subject>Coding</subject><subject>configurable ROPUF</subject><subject>Electronic devices</subject><subject>Encoding</subject><subject>Fabrication</subject><subject>Gamma function</subject><subject>Hardware</subject><subject>Integrated circuits</subject><subject>Internet of Things</subject><subject>ISO standards</subject><subject>Lightweight</subject><subject>Lightweight hardware-assisted security</subject><subject>Normality</subject><subject>Performance enhancement</subject><subject>Physical unclonable function</subject><subject>PUF aging</subject><subject>PUF reliability</subject><subject>Randomness</subject><subject>Reliability</subject><subject>Reliability analysis</subject><subject>Reproducibility</subject><subject>Security</subject><subject>Standardization</subject><subject>Statistical methods</subject><subject>trusted Internet of Thing (IoT) consumer electronic devices</subject><issn>2169-3536</issn><issn>2169-3536</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>ESBDL</sourceid><sourceid>RIE</sourceid><sourceid>DOA</sourceid><recordid>eNpNUV1r4zAQNKWFll5-QV8E9-xUn5b1GEx6DQTuaNpnIdu7iUJq9SSb0n9_Sl3K7cOuGGZmtUxR3DG6ZIya-1XTrHe7JaecLQVjmkt6UdxwVplSKFFd_ve-LhYpHWmuOkNK3xTdeji4ofPDnowHIH8gYoivGQESkGz9_jC-w7mTJgzo91N07SnzXh5IJpKn0E5pJJvwTB5d7N9dhHKVkk8j9GQH3RT9-PGjuEJ3SrD4mrfFy8P6uXkst79_bZrVtuyklmPpNEfOsQbU4JygsjJSdihUvkwaUxlupNG6FQYF8Eohshahp7Sq6l7WTNwWm9m3D-5o36J_dfHDBuftJxDi3ro4-u4EFkGg41KDUkIy6JxrZY9AlQHkAvvs9XP2eovh7wRptMcwxSF_33JVM6WprkVmiZnVxZBSBPzeyqg9h2PncOw5HPsVTlbdzSoPAN8Ko5TmlRH_AIUJisc</recordid><startdate>2021</startdate><enddate>2021</enddate><creator>Amsaad, Fathi</creator><creator>Oun, Ahmed</creator><creator>Niamat, Mohammed Y.</creator><creator>Razaque, Abdul</creator><creator>Kose, Selcuk</creator><creator>Mahmoud, Mohamed</creator><creator>Alasmary, Waleed</creator><creator>Alsolami, Fawaz</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>ESBDL</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>7SR</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-1641-5046</orcidid><orcidid>https://orcid.org/0000-0001-8095-6691</orcidid><orcidid>https://orcid.org/0000-0002-8719-501X</orcidid><orcidid>https://orcid.org/0000-0002-1896-1569</orcidid><orcidid>https://orcid.org/0000-0001-6069-9261</orcidid><orcidid>https://orcid.org/0000-0002-4349-144X</orcidid><orcidid>https://orcid.org/0000-0002-0396-1347</orcidid></search><sort><creationdate>2021</creationdate><title>Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security</title><author>Amsaad, Fathi ; Oun, Ahmed ; Niamat, Mohammed Y. ; Razaque, Abdul ; Kose, Selcuk ; Mahmoud, Mohamed ; Alasmary, Waleed ; Alsolami, Fawaz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c474t-a72f22f8ef7eaa3046944cf3520249969294977b39f3e265ff1bfed00668d4813</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Algorithms</topic><topic>Circuit protection</topic><topic>Coding</topic><topic>configurable ROPUF</topic><topic>Electronic devices</topic><topic>Encoding</topic><topic>Fabrication</topic><topic>Gamma function</topic><topic>Hardware</topic><topic>Integrated circuits</topic><topic>Internet of Things</topic><topic>ISO standards</topic><topic>Lightweight</topic><topic>Lightweight hardware-assisted security</topic><topic>Normality</topic><topic>Performance enhancement</topic><topic>Physical unclonable function</topic><topic>PUF aging</topic><topic>PUF reliability</topic><topic>Randomness</topic><topic>Reliability</topic><topic>Reliability analysis</topic><topic>Reproducibility</topic><topic>Security</topic><topic>Standardization</topic><topic>Statistical methods</topic><topic>trusted Internet of Thing (IoT) consumer electronic devices</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Amsaad, Fathi</creatorcontrib><creatorcontrib>Oun, Ahmed</creatorcontrib><creatorcontrib>Niamat, Mohammed Y.</creatorcontrib><creatorcontrib>Razaque, Abdul</creatorcontrib><creatorcontrib>Kose, Selcuk</creatorcontrib><creatorcontrib>Mahmoud, Mohamed</creatorcontrib><creatorcontrib>Alasmary, Waleed</creatorcontrib><creatorcontrib>Alsolami, Fawaz</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE Open Access Journals</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics &amp; Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts – Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>IEEE access</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Amsaad, Fathi</au><au>Oun, Ahmed</au><au>Niamat, Mohammed Y.</au><au>Razaque, Abdul</au><au>Kose, Selcuk</au><au>Mahmoud, Mohamed</au><au>Alasmary, Waleed</au><au>Alsolami, Fawaz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security</atitle><jtitle>IEEE access</jtitle><stitle>Access</stitle><date>2021</date><risdate>2021</risdate><volume>9</volume><spage>136792</spage><epage>136810</epage><pages>136792-136810</pages><issn>2169-3536</issn><eissn>2169-3536</eissn><coden>IAECCG</coden><abstract><![CDATA[Lightweight physical unclonable functions (LPUFs) exploit manufacturing process variations of semiconductor integrated circuits (ICs) to protect IoT-based electronic and smart devices from new cyberattacks. This paper proposes two novel security techniques to enhance the robustness of LPUFs using configurable-based ring oscillator PUFs (CF-ROPUFs). These techniques are the intra-die frequency aware (IFA) approach to improve PUF reliability and the logarithmic gamma function (<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) technique to enhance PUF randomness. The lightweight CF-ROPUF design is realized on hardware, and data samples are collected under varying temperatures and supply voltages over a population of 30 Spartan-3E FPGAs. Experimental results of the IFA technique in terms of average Hamming Weight (HM) demonstrate that the percentage of the reliable RO sample frequencies PUF output is 98.5%. For the analysis, PUF reliability is evaluated in terms of accuracy, repeatability, and reproducibility, the international organization for Standardization (ISO) standards. The results indicate that the RO samples are accurately measured from the CF-ROPUFs mapped in all the chips. After using the proposed 1-out-of-r coding algorithm, the results demonstrate high average repeatability of 98.2% and a magnified average reproducibility of 99.63%. It is also shown that our CF-ROPUF design is immune from accelerated aging impacts reliability issues. Statistical results show that Ln(<inline-formula> <tex-math notation="LaTeX">Ln_{\gamma } </tex-math></inline-formula>) enhances the normality and mitigate the negative impacts of the systematic process variations on RO sample frequencies. Randomness results show that CF-ROPUF binary response bits can successfully pass the 15 NIST test suites for true randomness with an enhanced percentage, 93.3%, with the application of the 1-out-of-r coding.]]></abstract><cop>Piscataway</cop><pub>IEEE</pub><doi>10.1109/ACCESS.2021.3117240</doi><tpages>19</tpages><orcidid>https://orcid.org/0000-0002-1641-5046</orcidid><orcidid>https://orcid.org/0000-0001-8095-6691</orcidid><orcidid>https://orcid.org/0000-0002-8719-501X</orcidid><orcidid>https://orcid.org/0000-0002-1896-1569</orcidid><orcidid>https://orcid.org/0000-0001-6069-9261</orcidid><orcidid>https://orcid.org/0000-0002-4349-144X</orcidid><orcidid>https://orcid.org/0000-0002-0396-1347</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2169-3536
ispartof IEEE access, 2021, Vol.9, p.136792-136810
issn 2169-3536
2169-3536
language eng
recordid cdi_proquest_journals_2581570783
source IEEE Open Access Journals; DOAJ Directory of Open Access Journals; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals
subjects Algorithms
Circuit protection
Coding
configurable ROPUF
Electronic devices
Encoding
Fabrication
Gamma function
Hardware
Integrated circuits
Internet of Things
ISO standards
Lightweight
Lightweight hardware-assisted security
Normality
Performance enhancement
Physical unclonable function
PUF aging
PUF reliability
Randomness
Reliability
Reliability analysis
Reproducibility
Security
Standardization
Statistical methods
trusted Internet of Thing (IoT) consumer electronic devices
title Enhancing the Performance of Lightweight Configurable PUF for Robust IoT Hardware-Assisted Security
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-28T16%3A17%3A59IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_ieee_&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Enhancing%20the%20Performance%20of%20Lightweight%20Configurable%20PUF%20for%20Robust%20IoT%20Hardware-Assisted%20Security&rft.jtitle=IEEE%20access&rft.au=Amsaad,%20Fathi&rft.date=2021&rft.volume=9&rft.spage=136792&rft.epage=136810&rft.pages=136792-136810&rft.issn=2169-3536&rft.eissn=2169-3536&rft.coden=IAECCG&rft_id=info:doi/10.1109/ACCESS.2021.3117240&rft_dat=%3Cproquest_ieee_%3E2581570783%3C/proquest_ieee_%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2581570783&rft_id=info:pmid/&rft_ieee_id=9557269&rft_doaj_id=oai_doaj_org_article_fe3fa247e55341ecaab4dfe059ef23fd&rfr_iscdi=true