{"id":"https://openalex.org/W2297879328","doi":"https://doi.org/10.1109/icassp.2016.7472033","title":"Physical object authentication: Detection-theoretic comparison of natural and artificial randomness","display_name":"Physical object authentication: Detection-theoretic comparison of natural and artificial randomness","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2297879328","doi":"https://doi.org/10.1109/icassp.2016.7472033","mag":"2297879328"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01283068","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091506990","display_name":"Slava Voloshynovskiy","orcid":"https://orcid.org/0000-0003-0416-9674"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Slava Voloshynovskiy","raw_affiliation_strings":["SIP, University of Geneva, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIP, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030544448","display_name":"Taras Holotyak","orcid":"https://orcid.org/0009-0002-2490-0276"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Taras Holotyak","raw_affiliation_strings":["SIP, University of Geneva, Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SIP, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012748071","display_name":"Patrick Bas","orcid":"https://orcid.org/0000-0003-0873-5872"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Bas","raw_affiliation_strings":["CNRS, University of Lille, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS, University of Lille, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I2279609970"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8964,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.66457311,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2029","last_page":"2033"},"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":0.9986000061035156,"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":0.9986000061035156,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10828","display_name":"Biometric Identification and Security","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.8798849582672119},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7826483249664307},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.6903045177459717},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.6328322887420654},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5962343215942383},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5912257432937622},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.58689284324646},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5171687006950378},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4798938035964966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36151114106178284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.357417494058609},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3248293399810791},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11232239007949829},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08394244313240051},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0619988739490509}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.8798849582672119},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7826483249664307},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.6903045177459717},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.6328322887420654},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5962343215942383},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5912257432937622},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.58689284324646},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5171687006950378},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4798938035964966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36151114106178284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.357417494058609},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3248293399810791},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11232239007949829},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08394244313240051},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0619988739490509},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp.2016.7472033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472033","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01283068v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01283068","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP, Mar 2016, Shanghai, China","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:lilloa.univ-lille.fr:20.500.12210/25052","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.12210/25052","pdf_url":null,"source":{"id":"https://openalex.org/S4306402203","display_name":"LillOA (Universit\u00e9 de Lille (University Of Lille))","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210123514","host_organization_name":"Centre d'Etudes en Civilisations, Langues et Litt\u00e9ratures Etrang\u00e8res","host_organization_lineage":["https://openalex.org/I4210123514"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01283068v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01283068","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICASSP, Mar 2016, Shanghai, China","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W121741727","https://openalex.org/W383543526","https://openalex.org/W1551637243","https://openalex.org/W1800364071","https://openalex.org/W1980811156","https://openalex.org/W2109954355","https://openalex.org/W2142729471","https://openalex.org/W2149750701","https://openalex.org/W2155826369","https://openalex.org/W2167433100","https://openalex.org/W2533731123","https://openalex.org/W2541526478","https://openalex.org/W2544461831","https://openalex.org/W2548219122","https://openalex.org/W6633044622","https://openalex.org/W6638272342"],"related_works":["https://openalex.org/W3034924094","https://openalex.org/W3094954546","https://openalex.org/W1488708774","https://openalex.org/W1982811510","https://openalex.org/W4391100477","https://openalex.org/W2366107444","https://openalex.org/W2402189625","https://openalex.org/W4327779705","https://openalex.org/W4310560702","https://openalex.org/W1513698804"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"compare":[4,64],"two":[5,85,93],"methods":[6,119],"that":[7,38],"can":[8],"be":[9],"used":[10],"by":[11],"the":[12,34,39,84,98,124],"anti-counterfeiting":[13],"industry":[14],"to":[15,114,121],"protect":[16],"physical":[17],"objects,":[18],"which":[19],"are":[20,87,112],"either":[21,44],"based":[22],"on":[23,29,33,45],"an":[24,49,53],"object's":[25],"natural":[26],"randomness":[27,31],"or":[28,56],"artificial":[30],"embedded":[32],"object.":[35],"We":[36,63,96],"show":[37],"considered":[40],"verification":[41],"architectures":[42],"rely":[43],"a":[46,58,61],"comparison":[47],"between":[48,57],"enrolled":[50],"fingerprint":[51],"and":[52,60,79,89,100,116,120],"extracted":[54],"one":[55],"tag":[59],"fingerprint.":[62],"these":[65],"setups":[66],"from":[67],"detection-theoretic":[68],"perspectives":[69],"for":[70,109],"both":[71],"types":[72],"of":[73,83,102],"architectures.":[74],"Authentication":[75],"performance":[76],"using":[77,92],"false":[78],"miss":[80],"error":[81],"probabilities":[82],"systems":[86],"analysed":[88],"then":[90],"compared":[91],"practical":[94,118],"setups.":[95],"highlight":[97],"advantages":[99],"limitations":[101],"each":[103],"architecture.":[104,126],"These":[105],"theoretical":[106],"results":[107],"derived":[108],"binary":[110],"fingerprints":[111],"useful":[113],"construct":[115],"optimise":[117],"help":[122],"select":[123],"appropriate":[125]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}