{"id":"https://openalex.org/W4389166764","doi":"https://doi.org/10.1109/iccad57390.2023.10323883","title":"EMSim+: Accelerating Electromagnetic Security Evaluation with Generative Adversarial Network","display_name":"EMSim+: Accelerating Electromagnetic Security Evaluation with Generative Adversarial Network","publication_year":2023,"publication_date":"2023-10-28","ids":{"openalex":"https://openalex.org/W4389166764","doi":"https://doi.org/10.1109/iccad57390.2023.10323883"},"language":"en","primary_location":{"id":"doi:10.1109/iccad57390.2023.10323883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad57390.2023.10323883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5049620882","display_name":"Ya Gao","orcid":"https://orcid.org/0000-0002-5296-5918"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ya Gao","raw_affiliation_strings":["School of Microelectronics, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060297615","display_name":"Haocheng Ma","orcid":"https://orcid.org/0000-0002-7118-9379"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haocheng Ma","raw_affiliation_strings":["School of Microelectronics, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113058729","display_name":"Jindi Kong","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jindi Kong","raw_affiliation_strings":["School of Microelectronics, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012948983","display_name":"Jiaji He","orcid":"https://orcid.org/0000-0003-1443-9279"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaji He","raw_affiliation_strings":["School of Microelectronics, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100952126","display_name":"Yiqiang Zhao","orcid":"https://orcid.org/0000-0002-4564-952X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiqiang Zhao","raw_affiliation_strings":["School of Microelectronics, Tianjin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Microelectronics, Tianjin University","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017464942","display_name":"Yier Jin","orcid":"https://orcid.org/0000-0002-8791-0597"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yier Jin","raw_affiliation_strings":["University of Science and Technology of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.9997000098228455,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9987999796867371,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7630652189254761},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7198590636253357},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.5894874334335327},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.5473045706748962},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.5449972152709961},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4940703213214874},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4850856363773346},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.43665701150894165},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36831116676330566},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.18995815515518188},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13478970527648926},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09387776255607605}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7630652189254761},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7198590636253357},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.5894874334335327},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.5473045706748962},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.5449972152709961},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4940703213214874},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4850856363773346},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.43665701150894165},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36831116676330566},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.18995815515518188},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13478970527648926},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09387776255607605},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad57390.2023.10323883","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccad57390.2023.10323883","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3106368221","display_name":null,"funder_award_id":"2021YFB3100903","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1506890909","https://openalex.org/W1703634901","https://openalex.org/W2099086025","https://openalex.org/W2134131335","https://openalex.org/W2154909745","https://openalex.org/W2998169401","https://openalex.org/W3013719760","https://openalex.org/W3096831136","https://openalex.org/W4220803194","https://openalex.org/W4232592560","https://openalex.org/W4245958820","https://openalex.org/W4306875474","https://openalex.org/W4317796335","https://openalex.org/W4383503838","https://openalex.org/W6783115343"],"related_works":["https://openalex.org/W4323824501","https://openalex.org/W182679101","https://openalex.org/W3006344745","https://openalex.org/W2103519941","https://openalex.org/W3180573957","https://openalex.org/W2162805750","https://openalex.org/W2043669269","https://openalex.org/W4388856880","https://openalex.org/W2081998479","https://openalex.org/W2751059292"],"abstract_inverted_index":{"Electromagnetic":[0],"side-channel":[1,43],"analysis":[2],"(EM":[3],"SCA)":[4],"attack":[5],"is":[6],"a":[7,83,115,145],"serious":[8],"threat":[9],"to":[10,16,26,31,60,100,144],"integrated":[11],"circuits":[12,150],"(ICs).":[13],"In":[14,78],"order":[15],"detect":[17],"vulnerabilities":[18],"in":[19,56],"time":[20,72,182],"at":[21],"the":[22,28,47,52,89,102,110,121,129,134,138,153,157],"pre-silicon":[23],"stage":[24],"and":[25,71,124,131,151,162,175],"improve":[27],"chip's":[29],"robustness":[30],"EM":[32,36,42,91,106,135,159],"SCA":[33],"attacks,":[34],"several":[35],"simulation":[37,64,103,154,160,173],"methods":[38],"have":[39],"emerged":[40],"for":[41,184],"leakage":[44],"evaluation.":[45],"Although":[46],"simulated":[48],"results":[49,155,167],"are":[50],"accurate,":[51],"chip":[53,130,139],"security":[54,92],"evaluation":[55,93,181],"practice":[57],"requires":[58],"up":[59],"hundreds":[61],"of":[62,104,128,137,147],"millions":[63],"traces,":[65],"which":[66],"imposes":[67],"an":[68],"unrealistic":[69],"computational":[70],"overhead":[73],"on":[74,109],"these":[75],"simulator-based":[76],"methods.":[77],"this":[79],"paper,":[80],"we":[81],"develop":[82],"tool":[84],"named":[85],"EMSim+.":[86],"Different":[87],"from":[88],"general":[90],"process,":[94],"EMSim+":[95,117,143,170],"introduces":[96],"machine":[97],"learning":[98],"(ML)":[99],"accelerate":[101],"layout-level":[105],"emanations.":[107],"Based":[108],"generative":[111],"adversarial":[112],"network":[113],"(GAN),":[114],"well-trained":[116],"model":[118],"can":[119],"accept":[120],"cell":[122],"current":[123],"power":[125],"grid":[126],"information":[127],"rapidly":[132],"predict":[133],"emanation":[136],"surface.":[140],"We":[141],"apply":[142],"series":[146],"representative":[148],"cryptographic":[149],"compare":[152],"with":[156],"state-of-the-art":[158],"method":[161],"silicon":[163],"measurements.":[164],"The":[165],"experimental":[166],"prove":[168],"that":[169],"has":[171],"high":[172],"accuracy":[174],"achieves":[176],"more":[177],"than":[178],"242":[179],"times":[180],"reduction":[183],"1":[185],"M":[186],"sample":[187],"data.":[188]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}