{"id":"https://openalex.org/W3094477466","doi":"https://doi.org/10.1145/3394885.3431640","title":"Learning Assisted Side Channel Delay Test for Detection of Recycled ICs","display_name":"Learning Assisted Side Channel Delay Test for Detection of Recycled ICs","publication_year":2021,"publication_date":"2021-01-18","ids":{"openalex":"https://openalex.org/W3094477466","doi":"https://doi.org/10.1145/3394885.3431640","mag":"3094477466"},"language":"en","primary_location":{"id":"doi:10.1145/3394885.3431640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394885.3431640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394885.3431640","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3394885.3431640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055723008","display_name":"Ashkan Vakil","orcid":"https://orcid.org/0000-0002-5029-8330"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashkan Vakil","raw_affiliation_strings":["George Mason University","#N#George Mason University#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"#N#George Mason University#N#","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064837871","display_name":"Farzad Niknia","orcid":"https://orcid.org/0000-0002-4062-3638"},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Farzad Niknia","raw_affiliation_strings":["University of Maryland Baltimore County","University of Maryland,Baltimore County"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Baltimore County","institution_ids":["https://openalex.org/I79272384"]},{"raw_affiliation_string":"University of Maryland,Baltimore County","institution_ids":["https://openalex.org/I79272384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031799158","display_name":"Ali Mirzaeian","orcid":"https://orcid.org/0000-0003-3266-6416"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Mirzaeian","raw_affiliation_strings":["George Mason University","#N#George Mason University#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"#N#George Mason University#N#","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060036961","display_name":"Avesta Sasan","orcid":"https://orcid.org/0000-0002-4052-8075"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Avesta Sasan","raw_affiliation_strings":["George Mason University","#N#George Mason University#N#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"#N#George Mason University#N#","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079088715","display_name":"Naghmeh Karimi","orcid":"https://orcid.org/0000-0002-5825-6637"},"institutions":[{"id":"https://openalex.org/I79272384","display_name":"University of Maryland, Baltimore County","ror":"https://ror.org/02qskvh78","country_code":"US","type":"education","lineage":["https://openalex.org/I79272384"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naghmeh Karimi","raw_affiliation_strings":["University of Maryland Baltimore County","University of Maryland,Baltimore County"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Maryland Baltimore County","institution_ids":["https://openalex.org/I79272384"]},{"raw_affiliation_string":"University of Maryland,Baltimore County","institution_ids":["https://openalex.org/I79272384"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00331226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"34","issue":null,"first_page":"455","last_page":"462"},"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":1.0,"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":1.0,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9922000169754028,"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/chip","display_name":"Chip","score":0.6260038614273071},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5678074359893799},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.5624656677246094},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.5369014739990234},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5143900513648987},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4676985740661621},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.43273186683654785},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.42554789781570435},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36195677518844604},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3210906982421875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20860496163368225},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16169074177742004},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.14181089401245117},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08981767296791077}],"concepts":[{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.6260038614273071},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5678074359893799},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.5624656677246094},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.5369014739990234},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5143900513648987},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4676985740661621},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.43273186683654785},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.42554789781570435},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36195677518844604},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3210906982421875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20860496163368225},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16169074177742004},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.14181089401245117},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08981767296791077},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3394885.3431640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394885.3431640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394885.3431640","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2010.12704","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2010.12704","pdf_url":"https://arxiv.org/pdf/2010.12704","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3094477466","is_oa":true,"landing_page_url":"http://arxiv.org/pdf/2010.12704.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:mdsoar.org:11603/21252","is_oa":false,"landing_page_url":"http://hdl.handle.net/11603/21252","pdf_url":null,"source":{"id":"https://openalex.org/S4306402556","display_name":"Maryland Shared Open Access Repository (USMAI Consortium)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"doi:10.48550/arxiv.2010.12704","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2010.12704","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.13016/m2qzhb-cvqj","is_oa":true,"landing_page_url":"https://doi.org/10.13016/m2qzhb-cvqj","pdf_url":null,"source":{"id":"https://openalex.org/S4306402644","display_name":"Digital Repository at the University of Maryland (University of Maryland College Park)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66946132","host_organization_name":"University of Maryland, College Park","host_organization_lineage":["https://openalex.org/I66946132"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1145/3394885.3431640","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3394885.3431640","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3394885.3431640","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th Asia and South Pacific Design Automation Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094477466.pdf","grobid_xml":"https://content.openalex.org/works/W3094477466.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W283009591","https://openalex.org/W565133926","https://openalex.org/W1554944419","https://openalex.org/W1748652421","https://openalex.org/W1930624869","https://openalex.org/W1993273815","https://openalex.org/W2040298438","https://openalex.org/W2044615195","https://openalex.org/W2061007021","https://openalex.org/W2099101940","https://openalex.org/W2106075707","https://openalex.org/W2112787602","https://openalex.org/W2122825543","https://openalex.org/W2129181227","https://openalex.org/W2135046866","https://openalex.org/W2171772698","https://openalex.org/W2219582591","https://openalex.org/W2295598076","https://openalex.org/W2307493678","https://openalex.org/W2798443351","https://openalex.org/W2808442774","https://openalex.org/W2888335344","https://openalex.org/W2897309617","https://openalex.org/W2909382341","https://openalex.org/W2945305016","https://openalex.org/W2946576051","https://openalex.org/W2946593940","https://openalex.org/W2962698288","https://openalex.org/W2963001922","https://openalex.org/W3033203385","https://openalex.org/W3042161696","https://openalex.org/W3047025371","https://openalex.org/W3102476541","https://openalex.org/W3105554950","https://openalex.org/W3111508438","https://openalex.org/W6660587291"],"related_works":["https://openalex.org/W3128459648","https://openalex.org/W3014998981","https://openalex.org/W2607001146","https://openalex.org/W2417972902","https://openalex.org/W3006728905","https://openalex.org/W2086633051","https://openalex.org/W2898047526","https://openalex.org/W2767241362","https://openalex.org/W1418844487","https://openalex.org/W2936058702","https://openalex.org/W1569954269","https://openalex.org/W3007653016","https://openalex.org/W3135842425","https://openalex.org/W1984786728","https://openalex.org/W1486353926","https://openalex.org/W3033618879","https://openalex.org/W2006453209","https://openalex.org/W2900443550","https://openalex.org/W1970433166","https://openalex.org/W2805311601"],"abstract_inverted_index":{"With":[0],"the":[1,7,19,45,50,60,70,107,111,115,120,131,146,150,163,167,171,176,179],"outsourcing":[2],"of":[3,11,31,49,62,149,178,181],"design":[4,112,168],"flow,":[5],"ensuring":[6],"security":[8,20,48],"and":[9,24,38,47,65,114,169],"trustworthiness":[10],"integrated":[12],"circuits":[13],"has":[14],"become":[15],"more":[16],"challenging.":[17],"Among":[18],"threats,":[21],"IC":[22,94],"counterfeiting":[23],"recycled":[25,54,93,172],"ICs":[26,55,173],"have":[27],"received":[28],"a":[29,76,80,92,125],"lot":[30],"attention":[32],"due":[33,58],"to":[34,59,123,160],"their":[35,41,158],"inferior":[36],"quality,":[37],"in":[39],"turn,":[40],"negative":[42],"impact":[43],"on":[44,75,98,106,157,175],"reliability":[46],"underlying":[51],"devices.":[52],"Detecting":[53],"is":[56,84],"challenging":[57],"effect":[61],"process":[63,66],"variations":[64],"drift":[67],"occurring":[68],"during":[69,110],"chip":[71,78,122,133,152],"fabrication.":[72],"Moreover,":[73],"relying":[74],"golden":[77],"as":[79,138],"basis":[81],"for":[82],"comparison":[83],"not":[85],"always":[86],"feasible.":[87],"Accordingly,":[88],"this":[89],"paper":[90],"presents":[91],"detection":[95],"scheme":[96],"based":[97,156,174],"delay":[99,180],"side-channel":[100],"testing.":[101],"The":[102,142],"proposed":[103,143],"method":[104,144],"relies":[105],"features":[108],"extracted":[109,118],"flow":[113],"sample":[116],"delays":[117],"from":[119,166,185],"target":[121,132,151],"build":[124],"Neural":[126],"Network":[127],"model":[128],"using":[129,162],"which":[130],"can":[134],"be":[135],"truly":[136],"identified":[137],"new":[139],"or":[140],"recycled.":[141],"classifies":[145],"timing":[147],"paths":[148],"into":[153],"two":[154,183],"groups":[155],"vulnerability":[159],"aging":[161],"information":[164],"collected":[165],"detects":[170],"deviation":[177],"these":[182],"sets":[184],"each":[186],"other.":[187]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
