{"id":"https://openalex.org/W4413755575","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130235","title":"PUF-ML: Machine Learning - Based Physical Unclonable Functions For Cost Effective Integration In Smart Healthcare","display_name":"PUF-ML: Machine Learning - Based Physical Unclonable Functions For Cost Effective Integration In Smart Healthcare","publication_year":2025,"publication_date":"2025-07-06","ids":{"openalex":"https://openalex.org/W4413755575","doi":"https://doi.org/10.1109/isvlsi65124.2025.11130235"},"language":"en","primary_location":{"id":"doi:10.1109/isvlsi65124.2025.11130235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040058017","display_name":"Venkata P. Yanambaka","orcid":"https://orcid.org/0000-0003-4625-8050"},"institutions":[{"id":"https://openalex.org/I150913223","display_name":"Texas Woman's University","ror":"https://ror.org/04dyzkj40","country_code":"US","type":"education","lineage":["https://openalex.org/I150913223"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Venkata P. Yanambaka","raw_affiliation_strings":["Texas Woman&#x2019;s University,School of Sciences,Denton,USA"],"affiliations":[{"raw_affiliation_string":"Texas Woman&#x2019;s University,School of Sciences,Denton,USA","institution_ids":["https://openalex.org/I150913223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410104","display_name":"Jian Zhang","orcid":"https://orcid.org/0009-0001-7997-5438"},"institutions":[{"id":"https://openalex.org/I150913223","display_name":"Texas Woman's University","ror":"https://ror.org/04dyzkj40","country_code":"US","type":"education","lineage":["https://openalex.org/I150913223"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Zhang","raw_affiliation_strings":["Texas Woman&#x2019;s University,School of Sciences,Denton,USA"],"affiliations":[{"raw_affiliation_string":"Texas Woman&#x2019;s University,School of Sciences,Denton,USA","institution_ids":["https://openalex.org/I150913223"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051992568","display_name":"Jonathan Gratch","orcid":"https://orcid.org/0000-0002-5959-809X"},"institutions":[{"id":"https://openalex.org/I150913223","display_name":"Texas Woman's University","ror":"https://ror.org/04dyzkj40","country_code":"US","type":"education","lineage":["https://openalex.org/I150913223"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Gratch","raw_affiliation_strings":["Texas Woman&#x2019;s University,School of Sciences,Denton,USA"],"affiliations":[{"raw_affiliation_string":"Texas Woman&#x2019;s University,School of Sciences,Denton,USA","institution_ids":["https://openalex.org/I150913223"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kahlan Edwards","orcid":null},"institutions":[{"id":"https://openalex.org/I150913223","display_name":"Texas Woman's University","ror":"https://ror.org/04dyzkj40","country_code":"US","type":"education","lineage":["https://openalex.org/I150913223"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kahlan Edwards","raw_affiliation_strings":["Texas Woman&#x2019;s University,School of Sciences,Denton,USA"],"affiliations":[{"raw_affiliation_string":"Texas Woman&#x2019;s University,School of Sciences,Denton,USA","institution_ids":["https://openalex.org/I150913223"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040058017"],"corresponding_institution_ids":["https://openalex.org/I150913223"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23194073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12495","display_name":"Electrostatic Discharge in Electronics","score":0.9426000118255615,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/physical-unclonable-function","display_name":"Physical unclonable function","score":0.8285342454910278},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5955511331558228},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5278924703598022},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5100091695785522},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4063546061515808},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3375365734100342},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.21324771642684937},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17006132006645203}],"concepts":[{"id":"https://openalex.org/C8643368","wikidata":"https://www.wikidata.org/wiki/Q4046262","display_name":"Physical unclonable function","level":3,"score":0.8285342454910278},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5955511331558228},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5278924703598022},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5100091695785522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4063546061515808},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3375365734100342},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.21324771642684937},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17006132006645203},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isvlsi65124.2025.11130235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isvlsi65124.2025.11130235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Computer Society Annual Symposium on VLSI (ISVLSI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2044389004","https://openalex.org/W2955419213","https://openalex.org/W3169847528","https://openalex.org/W3202121432","https://openalex.org/W3211804742","https://openalex.org/W4205502212","https://openalex.org/W4210423277","https://openalex.org/W4211041757","https://openalex.org/W4212790135","https://openalex.org/W4243494487","https://openalex.org/W4360770774","https://openalex.org/W4362514758","https://openalex.org/W4382366119","https://openalex.org/W4394828289","https://openalex.org/W4396982360","https://openalex.org/W4399486740","https://openalex.org/W4405907450","https://openalex.org/W4406523902"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Physical":[0],"Unclonable":[1],"Functions":[2],"(PUF)":[3],"are":[4,129],"hardwareassisted":[5],"security":[6,14],"(HAS)":[7],"primitives":[8],"that":[9,26],"provide":[10],"robust":[11],"and":[12,107],"lightweight":[13],"in":[15,58,119,132],"Internet":[16],"of":[17,103,110],"Things":[18],"(IoT)":[19],"environments.":[20,134],"PUF":[21,84,96,118],"is":[22,48],"a":[23,44,64,101,108],"hardware":[24,45],"module":[25],"can":[27,97,114],"generate":[28,75,98],"natural":[29],"random":[30],"numbers":[31],"using":[32],"the":[33,59,76,79,133],"manufacturing":[34],"variations":[35],"introduced":[36],"during":[37],"Integrated":[38],"Circuits":[39],"(IC)":[40],"fabrication.":[41],"However,":[42],"as":[43,123],"module,":[46],"it":[47,88],"difficult":[49],"to":[50,74,86,91,116],"integrate":[51,117],"into":[52],"legacy":[53],"devices,":[54],"or":[55,127],"\u201cthings\u201d":[56,128],"deployed":[57,131],"field.":[60],"This":[61,113],"paper":[62],"presents":[63],"machine":[65,71,92],"learningbased":[66],"PUF,":[67],"PUF-ML,":[68],"which":[69],"uses":[70],"learning":[72,93],"models":[73],"keys":[77,99],"at":[78],"devices.":[80],"We":[81],"use":[82],"XOR-based":[83],"design":[85],"make":[87],"more":[89],"resistant":[90],"attacks.":[94],"The":[95],"with":[100],"uniqueness":[102],"around":[104],"$49":[105],"\\%$":[106],"reliability":[109],"$98":[111],"\\%$.":[112],"help":[115],"various":[120],"environments,":[121],"such":[122],"blockchain,":[124],"where":[125],"devices":[126],"already":[130]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
