{"id":"https://openalex.org/W4410428238","doi":"https://doi.org/10.1109/access.2025.3570763","title":"Improving Location-Based Thermal Emission Side-Channel Analysis Using Iterative Transfer Learning","display_name":"Improving Location-Based Thermal Emission Side-Channel Analysis Using Iterative Transfer Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410428238","doi":"https://doi.org/10.1109/access.2025.3570763"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3570763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3570763","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3570763","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005132396","display_name":"Kai Zhang","orcid":"https://orcid.org/0009-0004-1688-1815"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Yiwu Industrial and Commercial College, Yiwu, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Yiwu Industrial and Commercial College, Yiwu, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115729302","display_name":"Tun-Chieh Lou","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tun-Chieh Lou","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016475945","display_name":"Chung-Che Wang","orcid":"https://orcid.org/0000-0002-1414-9848"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chung-Che Wang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073451247","display_name":"Jyh\u2010Shing Roger Jang","orcid":"https://orcid.org/0000-0002-7319-9095"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jyh-Shing Roger Jang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053073921","display_name":"Henian Li","orcid":"https://orcid.org/0000-0002-2822-0422"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Henian Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053653686","display_name":"Lang Lin","orcid":"https://orcid.org/0000-0001-7432-6722"},"institutions":[{"id":"https://openalex.org/I21160419","display_name":"Ansys (United States)","ror":"https://ror.org/05cf5b117","country_code":"US","type":"company","lineage":["https://openalex.org/I21160419"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lang Lin","raw_affiliation_strings":["Ansys Inc., Canonsburg, PA, USA"],"affiliations":[{"raw_affiliation_string":"Ansys Inc., Canonsburg, PA, USA","institution_ids":["https://openalex.org/I21160419"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070536710","display_name":"Norman Chang","orcid":"https://orcid.org/0000-0003-2524-0935"},"institutions":[{"id":"https://openalex.org/I21160419","display_name":"Ansys (United States)","ror":"https://ror.org/05cf5b117","country_code":"US","type":"company","lineage":["https://openalex.org/I21160419"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norman Chang","raw_affiliation_strings":["Ansys Inc., Canonsburg, PA, USA"],"affiliations":[{"raw_affiliation_string":"Ansys Inc., Canonsburg, PA, USA","institution_ids":["https://openalex.org/I21160419"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5005132396"],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08700145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"87672","last_page":"87692"},"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":0.9988999962806702,"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":0.9988999962806702,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.5710427761077881},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.5592472553253174},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4833235740661621},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.469143807888031},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.4452044367790222},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.43483203649520874},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29827219247817993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24093398451805115},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1247422993183136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5710427761077881},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.5592472553253174},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4833235740661621},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.469143807888031},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.4452044367790222},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.43483203649520874},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29827219247817993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24093398451805115},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1247422993183136},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3570763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3570763","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5512aae59ae94f2bbb94735a7f0323b0","is_oa":true,"landing_page_url":"https://doaj.org/article/5512aae59ae94f2bbb94735a7f0323b0","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 87672-87692 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3570763","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3570763","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G6271462199","display_name":null,"funder_award_id":"24-3-160","funder_id":"https://openalex.org/F4320336651","funder_display_name":"Quanzhou City Science and Technology Program"},{"id":"https://openalex.org/G7309733797","display_name":null,"funder_award_id":"2024-4-265","funder_id":"https://openalex.org/F4320336651","funder_display_name":"Quanzhou City Science and Technology Program"}],"funders":[{"id":"https://openalex.org/F4320336651","display_name":"Quanzhou City Science and Technology Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1562542037","https://openalex.org/W1613874182","https://openalex.org/W2126246073","https://openalex.org/W2154909745","https://openalex.org/W2556867355","https://openalex.org/W2602337255","https://openalex.org/W2618353736","https://openalex.org/W2911074137","https://openalex.org/W2914572864","https://openalex.org/W2990296674","https://openalex.org/W2997591727","https://openalex.org/W3005006413","https://openalex.org/W3046385973","https://openalex.org/W3115985270","https://openalex.org/W3128463771","https://openalex.org/W3162231345","https://openalex.org/W3163417590","https://openalex.org/W3208320534","https://openalex.org/W3212837195","https://openalex.org/W4289552067","https://openalex.org/W6735019536"],"related_works":["https://openalex.org/W4323824501","https://openalex.org/W2355552010","https://openalex.org/W2136687465","https://openalex.org/W3016859066","https://openalex.org/W5280335","https://openalex.org/W4200321003","https://openalex.org/W4400339423","https://openalex.org/W3215861253","https://openalex.org/W4252980856","https://openalex.org/W2335709813"],"abstract_inverted_index":{"This":[0,19,50],"study":[1,20],"applies":[2],"machine":[3],"learning":[4,13,17,86,136,153],"to":[5,91,98,117],"side-channel":[6,156],"attacks":[7],"and":[8,36,95],"proposes":[9],"an":[10,120],"iterative":[11,84,134],"transfer":[12,85,135],"method":[14],"for":[15,46,73],"deep":[16,145,152],"models.":[18],"leverages":[21],"the":[22,39,47,63,67,78,133,139,149],"similarity":[23],"in":[24,77,144,155],"training":[25,31,55,113],"patterns":[26],"across":[27],"bytes":[28],"by":[29],"first":[30],"on":[32],"a":[33,43],"single":[34],"byte":[35],"then":[37],"using":[38,93,100],"resulting":[40],"model":[41,54],"as":[42],"pretrained":[44],"foundation":[45],"remaining":[48],"bytes.":[49],"approach":[51,137],"enables":[52],"effective":[53],"with":[56],"smaller":[57],"amounts":[58],"of":[59,70,123,151],"data":[60,105,141],"while":[61,111],"reducing":[62,112],"measurement-to-disclosure":[64],"(MTD,":[65],"i.e.,":[66],"minimum":[68],"number":[69],"traces":[71],"needed":[72],"successful":[74],"key":[75],"recovery)":[76],"attack":[79,157],"phase.":[80],"With":[81],"sufficient":[82],"data,":[83],"reduces":[87],"MTD":[88,122],"from":[89,96,115],"55":[90],"54":[92],"MLP":[94],"125":[97],"83":[99],"CNN.":[101],"Even":[102],"under":[103],"limited":[104],"conditions,":[106],"it":[107],"successfully":[108],"breaks":[109],"AES-128":[110],"samples":[114],"13,600":[116],"2,000,":[118],"achieving":[119],"average":[121],"635,":[124],"whereas":[125],"traditional":[126],"methods":[127,154],"fail.":[128],"Experimental":[129],"results":[130],"demonstrate":[131],"that":[132],"addresses":[138],"persistent":[140],"scarcity":[142],"challenge":[143],"learning,":[146],"significantly":[147],"expanding":[148],"applicability":[150],"scenarios.":[158]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
