{"id":"https://openalex.org/W4391381699","doi":"https://doi.org/10.1109/mwscas57524.2023.10406049","title":"Integrated Photonic AI Accelerators Under Hardware Security Attacks: Impacts and Countermeasures","display_name":"Integrated Photonic AI Accelerators Under Hardware Security Attacks: Impacts and Countermeasures","publication_year":2023,"publication_date":"2023-08-06","ids":{"openalex":"https://openalex.org/W4391381699","doi":"https://doi.org/10.1109/mwscas57524.2023.10406049"},"language":"en","primary_location":{"id":"doi:10.1109/mwscas57524.2023.10406049","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mwscas57524.2023.10406049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","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/A5055509031","display_name":"Felipe G\u00f6hring de Magalh\u00e3es","orcid":"https://orcid.org/0000-0002-0766-1421"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Felipe G. De Magalhaes","raw_affiliation_strings":["Ecole Polytechnique de Montreal,Montreal,QC,Canada","Ecole Polytechnique de Montreal, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique de Montreal,Montreal,QC,Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Ecole Polytechnique de Montreal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I45683168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039971454","display_name":"Mahdi Nikdast","orcid":"https://orcid.org/0000-0003-4930-2985"},"institutions":[{"id":"https://openalex.org/I92446798","display_name":"Colorado State University","ror":"https://ror.org/03k1gpj17","country_code":"US","type":"education","lineage":["https://openalex.org/I92446798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahdi Nikdast","raw_affiliation_strings":["Colorado State University Fort Collins,Colorado,USA","Colorado State University Fort Collins, Colorado, USA"],"affiliations":[{"raw_affiliation_string":"Colorado State University Fort Collins,Colorado,USA","institution_ids":["https://openalex.org/I92446798"]},{"raw_affiliation_string":"Colorado State University Fort Collins, Colorado, USA","institution_ids":["https://openalex.org/I92446798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022527556","display_name":"Gabriela Nicolescu","orcid":"https://orcid.org/0000-0002-5205-9931"},"institutions":[{"id":"https://openalex.org/I45683168","display_name":"Polytechnique Montr\u00e9al","ror":"https://ror.org/05f8d4e86","country_code":"CA","type":"education","lineage":["https://openalex.org/I45683168"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gabriela Nicolescu","raw_affiliation_strings":["Ecole Polytechnique de Montreal,Montreal,QC,Canada","Ecole Polytechnique de Montreal, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Ecole Polytechnique de Montreal,Montreal,QC,Canada","institution_ids":["https://openalex.org/I45683168"]},{"raw_affiliation_string":"Ecole Polytechnique de Montreal, Montreal, QC, Canada","institution_ids":["https://openalex.org/I45683168"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055509031"],"corresponding_institution_ids":["https://openalex.org/I45683168"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2039981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"806","last_page":"810"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10232","display_name":"Optical Network Technologies","score":0.9987000226974487,"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/T10767","display_name":"Advanced Photonic Communication Systems","score":0.9944000244140625,"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/photonics","display_name":"Photonics","score":0.7958865165710449},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6608006954193115},{"id":"https://openalex.org/keywords/silicon-photonics","display_name":"Silicon photonics","score":0.536414384841919},{"id":"https://openalex.org/keywords/hardware-security-module","display_name":"Hardware security module","score":0.49484890699386597},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.44270098209381104},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.34325167536735535},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3369642198085785},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.29800236225128174},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2016684114933014},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08175137639045715}],"concepts":[{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.7958865165710449},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6608006954193115},{"id":"https://openalex.org/C119423029","wikidata":"https://www.wikidata.org/wiki/Q3749103","display_name":"Silicon photonics","level":3,"score":0.536414384841919},{"id":"https://openalex.org/C39217717","wikidata":"https://www.wikidata.org/wiki/Q1432354","display_name":"Hardware security module","level":3,"score":0.49484890699386597},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.44270098209381104},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.34325167536735535},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3369642198085785},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.29800236225128174},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2016684114933014},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08175137639045715},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mwscas57524.2023.10406049","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/mwscas57524.2023.10406049","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:publications.polymtl.ca:59600","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401013","display_name":"PolyPublie (\u00c9cole Polytechnique de Montr\u00e9al)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45683168","host_organization_name":"Polytechnique Montr\u00e9al","host_organization_lineage":["https://openalex.org/I45683168"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Communication de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G4968382896","display_name":null,"funder_award_id":"CNS-2046226","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2284327805","https://openalex.org/W2472849711","https://openalex.org/W2512350220","https://openalex.org/W2586304830","https://openalex.org/W2752849906","https://openalex.org/W2885363694","https://openalex.org/W2920844911","https://openalex.org/W2962730419","https://openalex.org/W2982263526","https://openalex.org/W2982846042","https://openalex.org/W3013686475","https://openalex.org/W3047623602","https://openalex.org/W3081600346","https://openalex.org/W3091790649","https://openalex.org/W3095516180","https://openalex.org/W3173593825","https://openalex.org/W3174630792","https://openalex.org/W3176577769","https://openalex.org/W3183625295","https://openalex.org/W4210305137","https://openalex.org/W4249088889","https://openalex.org/W4281752089","https://openalex.org/W4285258774","https://openalex.org/W4289536185","https://openalex.org/W6701586042"],"related_works":["https://openalex.org/W2004137893","https://openalex.org/W2095448063","https://openalex.org/W2527131166","https://openalex.org/W3111305937","https://openalex.org/W587555549","https://openalex.org/W2296085454","https://openalex.org/W2472927059","https://openalex.org/W2989093732","https://openalex.org/W4232630919","https://openalex.org/W3021235062"],"abstract_inverted_index":{"Integrated":[0],"photonics":[1,5,33],"based":[2],"on":[3,108],"silicon":[4,32],"platform":[6],"is":[7],"driving":[8],"several":[9],"application":[10],"domains,":[11],"from":[12,92],"enabling":[13],"ultra-fast":[14],"chip-scale":[15],"communication":[16],"in":[17,25,95],"high-performance":[18],"computing":[19],"systems":[20],"to":[21,64,123],"energy-efficient":[22],"optical":[23],"computation":[24],"artificial":[26],"intelligence":[27],"(AI)":[28],"hardware":[29,76],"accelerators.":[30,100],"Integrating":[31],"into":[34],"a":[35],"system":[36,110],"necessitates":[37],"the":[38,43,46,103,109],"adoption":[39],"of":[40,89,105],"interfaces":[41],"between":[42],"photonic":[44,97],"and":[45,55,57,66,114,120],"electronic":[47,82],"subsystems,":[48],"which":[49,117],"are":[50],"required":[51],"for":[52,80],"buffering":[53],"data":[54],"optical-to-electrical":[56],"electrical-to-optical":[58],"conversions.":[59],"Consequently,":[60],"this":[61],"can":[62],"lead":[63],"new":[65],"inevitable":[67],"security":[68,77],"breaches":[69,94],"that":[70],"cannot":[71],"be":[72],"fully":[73],"addressed":[74],"using":[75],"solutions":[78,122],"proposed":[79],"purely":[81],"systems.":[83],"This":[84],"paper":[85],"explores":[86],"different":[87],"types":[88],"attacks":[90,107],"profiting":[91],"such":[93,125],"integrated":[96],"neural":[98],"network":[99],"We":[101],"show":[102],"impact":[104,118],"these":[106],"performance":[111],"(i.e.,":[112],"power":[113],"phase":[115],"distributions,":[116],"accuracy)":[119],"possible":[121],"counter":[124],"attacks.":[126]},"counts_by_year":[],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
