{"id":"https://openalex.org/W7160289080","doi":"https://doi.org/10.1109/jetcas.2026.3690257","title":"Securing Weights of CIM-Based Neural Networks Against Power Analysis Attacks","display_name":"Securing Weights of CIM-Based Neural Networks Against Power Analysis Attacks","publication_year":2026,"publication_date":"2026-05-04","ids":{"openalex":"https://openalex.org/W7160289080","doi":"https://doi.org/10.1109/jetcas.2026.3690257"},"language":null,"primary_location":{"id":"doi:10.1109/jetcas.2026.3690257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2026.3690257","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-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/A5022551086","display_name":"Fouwad Jamil Mir","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Fouwad Jamil Mir","raw_affiliation_strings":["Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":"https://orcid.org/0009-0007-7458-2743","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135397112","display_name":"Abdullah Aljuffri","orcid":"https://orcid.org/0000-0002-2333-4754"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Abdullah Aljuffri","raw_affiliation_strings":["Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2333-4754","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005739146","display_name":"Said Hamdioui","orcid":"https://orcid.org/0000-0002-8961-0387"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Said Hamdioui","raw_affiliation_strings":["Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8961-0387","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042250419","display_name":"Mottaqiallah Taouil","orcid":"https://orcid.org/0000-0002-9911-4846"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mottaqiallah Taouil","raw_affiliation_strings":["Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-9911-4846","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, EEMCS Faculty, Delft University of Technology, Delft, CD, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53555103,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"2","first_page":"549","last_page":"562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.38429999351501465,"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":0.38429999351501465,"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/T11424","display_name":"Security and Verification in Computing","score":0.3447999954223633,"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":0.20880000293254852,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7109000086784363},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6381000280380249},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5060999989509583},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.3400999903678894},{"id":"https://openalex.org/keywords/intellectual-property","display_name":"Intellectual property","score":0.32409998774528503},{"id":"https://openalex.org/keywords/power-analysis","display_name":"Power analysis","score":0.32359999418258667}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7109000086784363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6406999826431274},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6381000280380249},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5060999989509583},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3400999903678894},{"id":"https://openalex.org/C34974158","wikidata":"https://www.wikidata.org/wiki/Q131257","display_name":"Intellectual property","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C71743495","wikidata":"https://www.wikidata.org/wiki/Q2845210","display_name":"Power analysis","level":3,"score":0.32359999418258667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3215000033378601},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.30559998750686646},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.29899999499320984},{"id":"https://openalex.org/C150072547","wikidata":"https://www.wikidata.org/wiki/Q212923","display_name":"Memristor","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.28630000352859497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28529998660087585},{"id":"https://openalex.org/C106516650","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm design","level":2,"score":0.28290000557899475},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.27619999647140503},{"id":"https://openalex.org/C53442348","wikidata":"https://www.wikidata.org/wiki/Q745101","display_name":"Content-addressable memory","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jetcas.2026.3690257","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jetcas.2026.3690257","pdf_url":null,"source":{"id":"https://openalex.org/S142323794","display_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","issn_l":"2156-3357","issn":["2156-3357","2156-3365"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal on Emerging and Selected Topics in Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8911882638931274}],"awards":[{"id":"https://openalex.org/G7116252545","display_name":null,"funder_award_id":"101070374","funder_id":"https://openalex.org/F4320338452","funder_display_name":"HORIZON EUROPE Reforming and enhancing the European Research and Innovation system"}],"funders":[{"id":"https://openalex.org/F4320338452","display_name":"HORIZON EUROPE Reforming and enhancing the European Research and Innovation system","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Computation-in-Memory":[0],"(CIM)":[1],"architectures":[2,91],"address":[3],"the":[4,34,70,140,152],"rising":[5],"demand":[6],"for":[7,167],"energy-efficient":[8],"artificial":[9],"intelligence":[10],"(AI)":[11],"solutions,":[12],"by":[13],"minimizing":[14],"costly":[15],"data":[16],"movements":[17],"between":[18],"memory":[19],"and":[20,83,101,149],"processor.":[21],"Within":[22],"such":[23],"architectures,":[24,50],"SRAM-based":[25,89],"digital":[26],"CIM":[27,37,90],"is":[28],"especially":[29],"attractive":[30],"as":[31],"it":[32],"preserves":[33],"advantages":[35],"of":[36,58,73],"while":[38],"avoiding":[39],"analog":[40],"complexity.":[41],"Recent":[42],"studies":[43],"have":[44],"revealed":[45],"potential":[46],"weaknesses":[47],"in":[48],"these":[49],"particularly":[51],"to":[52,87,136],"power":[53,93,116,137],"side-channel":[54],"attacks":[55,121],"(SCA)":[56],"capable":[57],"extracting":[59],"sensitive":[60],"model":[61],"parameters":[62],"(e.g.,":[63],"neural":[64,75],"network":[65,76],"(NN)":[66],"weights),":[67],"which":[68],"represent":[69],"intellectual":[71],"property":[72],"CIM-based":[74],"systems.":[77],"In":[78],"this":[79],"study,":[80],"we":[81,112],"propose":[82],"evaluate":[84],"two":[85],"countermeasures":[86,132],"secure":[88],"against":[92,122,161],"attacks:":[94],"(1)":[95],"<italic":[96,103,141,153],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[97,104,142,154],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Balanced":[98,143],"Obfuscated-path</i>":[99,144],"countermeasure,":[100],"(2)":[102],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Glitch":[105,155],"Aware</i>":[106,156],"countermeasure.":[107],"To":[108],"validate":[109],"their":[110],"effectiveness,":[111],"conducted":[113],"a":[114],"comprehensive":[115],"analysis":[117],"that":[118,130],"successfully":[119],"demonstrated":[120],"an":[123],"unprotected":[124],"implementation.":[125],"Our":[126],"experimental":[127],"results":[128],"demonstrate":[129],"both":[131],"significantly":[133],"improve":[134],"resistance":[135],"attacks.":[138],"Although":[139],"offers":[145],"better":[146],"area":[147],"overhead":[148],"run-time":[150],"performance,":[151],"approach":[157],"achieves":[158],"higher":[159],"protection":[160],"advanced":[162],"attacks,":[163],"making":[164],"each":[165],"suitable":[166],"different":[168],"design":[169],"constraints.":[170]},"counts_by_year":[],"updated_date":"2026-06-16T07:32:37.131356","created_date":"2026-05-06T00:00:00"}
