{"id":"https://openalex.org/W2801556133","doi":"https://doi.org/10.1145/3184066.3184100","title":"EM based machine learning attack for XOR arbiter PUF","display_name":"EM based machine learning attack for XOR arbiter PUF","publication_year":2018,"publication_date":"2018-02-02","ids":{"openalex":"https://openalex.org/W2801556133","doi":"https://doi.org/10.1145/3184066.3184100","mag":"2801556133"},"language":"en","primary_location":{"id":"doi:10.1145/3184066.3184100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3184066.3184100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Machine Learning and Soft Computing","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/A5078844713","display_name":"Yusuke Nozaki","orcid":"https://orcid.org/0000-0003-1369-8500"},"institutions":[{"id":"https://openalex.org/I96636082","display_name":"Meijo University","ror":"https://ror.org/04h42fc75","country_code":"JP","type":"education","lineage":["https://openalex.org/I96636082"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yusuke Nozaki","raw_affiliation_strings":["Meijo University, Nagoya, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meijo University, Nagoya, Japan","institution_ids":["https://openalex.org/I96636082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102076246","display_name":"Masaya Yoshikawa","orcid":null},"institutions":[{"id":"https://openalex.org/I96636082","display_name":"Meijo University","ror":"https://ror.org/04h42fc75","country_code":"JP","type":"education","lineage":["https://openalex.org/I96636082"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masaya Yoshikawa","raw_affiliation_strings":["Meijo University, Nagoya, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meijo University, Nagoya, Japan","institution_ids":["https://openalex.org/I96636082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9502,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74942317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"23"},"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":0.9984999895095825,"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/T12495","display_name":"Electrostatic Discharge in Electronics","score":0.9607999920845032,"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/arbiter","display_name":"Arbiter","score":0.9904615879058838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6705330610275269},{"id":"https://openalex.org/keywords/xor-gate","display_name":"XOR gate","score":0.6279639005661011},{"id":"https://openalex.org/keywords/physical-unclonable-function","display_name":"Physical unclonable function","score":0.5758929252624512},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44702979922294617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44431233406066895},{"id":"https://openalex.org/keywords/exclusive-or","display_name":"Exclusive or","score":0.42528074979782104},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3663654327392578},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.2407892644405365},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.23341834545135498},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19627273082733154}],"concepts":[{"id":"https://openalex.org/C2779971761","wikidata":"https://www.wikidata.org/wiki/Q629872","display_name":"Arbiter","level":2,"score":0.9904615879058838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6705330610275269},{"id":"https://openalex.org/C28495749","wikidata":"https://www.wikidata.org/wiki/Q155516","display_name":"XOR gate","level":3,"score":0.6279639005661011},{"id":"https://openalex.org/C8643368","wikidata":"https://www.wikidata.org/wiki/Q4046262","display_name":"Physical unclonable function","level":3,"score":0.5758929252624512},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44702979922294617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44431233406066895},{"id":"https://openalex.org/C35898486","wikidata":"https://www.wikidata.org/wiki/Q498186","display_name":"Exclusive or","level":3,"score":0.42528074979782104},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3663654327392578},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.2407892644405365},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.23341834545135498},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19627273082733154}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3184066.3184100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3184066.3184100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Machine Learning and Soft Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1511843316","https://openalex.org/W2044389004","https://openalex.org/W2116374153","https://openalex.org/W2123482651","https://openalex.org/W2130351941","https://openalex.org/W2145368413","https://openalex.org/W2151759197","https://openalex.org/W2153635508","https://openalex.org/W2161188731","https://openalex.org/W2171762889","https://openalex.org/W2399798860","https://openalex.org/W2952866949","https://openalex.org/W3147945423"],"related_works":["https://openalex.org/W4386278306","https://openalex.org/W4375857400","https://openalex.org/W4288102672","https://openalex.org/W4386215421","https://openalex.org/W2789961440","https://openalex.org/W2793303626","https://openalex.org/W2582407527","https://openalex.org/W4392606204","https://openalex.org/W2801556133","https://openalex.org/W4294770414"],"abstract_inverted_index":{"The":[0],"physical":[1],"unclonable":[2],"functions":[3],"(PUFs)":[4],"have":[5],"been":[6,32],"attracted":[7],"attention":[8],"to":[9,84],"prevent":[10],"semiconductor":[11],"counterfeits.":[12],"However,":[13,50],"the":[14,28,44,63,66,76,82,86,89,92,107,117,120,124,127],"risk":[15],"of":[16,27,65,81,88,119,126],"machine":[17,45,56,100],"learning":[18,46,57,101],"attack":[19,58,102],"for":[20,106],"an":[21,35,113],"arbiter":[22,37,109,129],"PUF,":[23,38],"which":[24,39],"is":[25,73],"one":[26],"typical":[29],"PUFs,":[30],"has":[31,40],"reported.":[33,70],"Therefore,":[34,94],"XOR":[36,108,128],"a":[41,54,98],"resistance":[42,79],"against":[43],"attack,":[47],"was":[48,69],"proposed.":[49],"in":[51,91],"recent":[52],"years,":[53],"new":[55,99],"using":[59,103],"power":[60],"consumption":[61],"during":[62],"operation":[64],"PUF":[67],"circuit":[68],"Also,":[71],"it":[72],"important":[74],"that":[75],"detailed":[77],"tamper":[78],"verification":[80],"PUFs":[83,90],"consider":[85],"security":[87,125],"future.":[93],"this":[95],"study":[96],"proposes":[97],"electromagnetic":[104],"waveforms":[105],"PUF.":[110,130],"Experiments":[111],"by":[112],"actual":[114],"device":[115],"evaluate":[116],"validity":[118],"proposed":[121],"method":[122],"and":[123]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
