{"id":"https://openalex.org/W3036199712","doi":"https://doi.org/10.23919/date48585.2020.9116387","title":"On the Performance of Non-Profiled Differential Deep Learning Attacks against an AES Encryption Algorithm Protected using a Correlated Noise Generation based Hiding Countermeasure","display_name":"On the Performance of Non-Profiled Differential Deep Learning Attacks against an AES Encryption Algorithm Protected using a Correlated Noise Generation based Hiding Countermeasure","publication_year":2020,"publication_date":"2020-03-01","ids":{"openalex":"https://openalex.org/W3036199712","doi":"https://doi.org/10.23919/date48585.2020.9116387","mag":"3036199712"},"language":"en","primary_location":{"id":"doi:10.23919/date48585.2020.9116387","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)","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/A5011646925","display_name":"Amir Alipour","orcid":null},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Amir Alipour","raw_affiliation_strings":["Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083454001","display_name":"Athanasios Papadimitriou","orcid":"https://orcid.org/0000-0002-4127-7554"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Athanasios Papadimitriou","raw_affiliation_strings":["Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010752380","display_name":"Vincent Beroulle","orcid":"https://orcid.org/0000-0003-0617-3087"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Vincent Beroulle","raw_affiliation_strings":["Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033553956","display_name":"Ehsan Aerabi","orcid":"https://orcid.org/0000-0002-4433-9466"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ehsan Aerabi","raw_affiliation_strings":["Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060495895","display_name":"David H\u00e9ly","orcid":"https://orcid.org/0000-0003-3249-7667"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Hely","raw_affiliation_strings":["Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000"],"affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes,Grenoble INP, LCIS,Valence,France,F-26000","institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5011646925"],"corresponding_institution_ids":["https://openalex.org/I106785703","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":1.3678,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.83479532,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"614","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10951","display_name":"Cryptographic Implementations and Security","score":0.9973999857902527,"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":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.7532923221588135},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.6929172277450562},{"id":"https://openalex.org/keywords/advanced-encryption-standard","display_name":"Advanced Encryption Standard","score":0.6895492076873779},{"id":"https://openalex.org/keywords/power-analysis","display_name":"Power analysis","score":0.6877938508987427},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.6784565448760986},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6533878445625305},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.5850113034248352},{"id":"https://openalex.org/keywords/countermeasure","display_name":"Countermeasure","score":0.4756195843219757},{"id":"https://openalex.org/keywords/aes-implementations","display_name":"AES implementations","score":0.47403717041015625},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.46085232496261597},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4595474302768707},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4281657040119171},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4162874221801758},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3713022470474243},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33816805481910706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2295478880405426},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10836437344551086}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7532923221588135},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.6929172277450562},{"id":"https://openalex.org/C94520183","wikidata":"https://www.wikidata.org/wiki/Q190746","display_name":"Advanced Encryption Standard","level":3,"score":0.6895492076873779},{"id":"https://openalex.org/C71743495","wikidata":"https://www.wikidata.org/wiki/Q2845210","display_name":"Power analysis","level":3,"score":0.6877938508987427},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.6784565448760986},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6533878445625305},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.5850113034248352},{"id":"https://openalex.org/C21593369","wikidata":"https://www.wikidata.org/wiki/Q1032176","display_name":"Countermeasure","level":2,"score":0.4756195843219757},{"id":"https://openalex.org/C46331935","wikidata":"https://www.wikidata.org/wiki/Q4651362","display_name":"AES implementations","level":4,"score":0.47403717041015625},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.46085232496261597},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4595474302768707},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4281657040119171},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4162874221801758},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3713022470474243},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33816805481910706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2295478880405426},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10836437344551086},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/date48585.2020.9116387","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date48585.2020.9116387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 Design, Automation & Test in Europe Conference & Exhibition (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03136631v1","is_oa":false,"landing_page_url":"https://hal.univ-grenoble-alpes.fr/hal-03136631","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Mar 2020, Grenoble, France. pp.614-617, ⟨10.23919/DATE48585.2020.9116387⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1556212265","https://openalex.org/W1772067890","https://openalex.org/W2123585936","https://openalex.org/W2150618821","https://openalex.org/W2532602199","https://openalex.org/W2746796098","https://openalex.org/W2790979755","https://openalex.org/W2795341827","https://openalex.org/W2923594358","https://openalex.org/W2953355178","https://openalex.org/W2955805282","https://openalex.org/W2978940534","https://openalex.org/W4213096653","https://openalex.org/W4251361495","https://openalex.org/W6749954823","https://openalex.org/W6765968857"],"related_works":["https://openalex.org/W2029006445","https://openalex.org/W2354319712","https://openalex.org/W4255075415","https://openalex.org/W2384300182","https://openalex.org/W2100546736","https://openalex.org/W169923757","https://openalex.org/W2059218952","https://openalex.org/W1998454494","https://openalex.org/W4253685677","https://openalex.org/W2133707980"],"abstract_inverted_index":{"Recent":[0],"works":[1],"in":[2,40,66,158],"the":[3,19,46,113,130,161,167],"field":[4],"of":[5,18,48,160],"cryptography":[6],"focus":[7],"on":[8],"Deep":[9,61],"Learning":[10,62],"based":[11],"Side":[12],"Channel":[13],"Analysis":[14],"(DLSCA)":[15],"as":[16,28,88,127,143],"one":[17],"most":[20],"powerful":[21,82],"attacks":[22],"against":[23,45,116],"common":[24,32],"encryption":[25,85,132],"algorithms":[26,86],"such":[27,87],"AES.":[29],"As":[30],"a":[31,52,67,99,117,144],"case,":[33],"profiling":[34],"DLSCA":[35,115,156],"have":[36],"shown":[37,59],"great":[38],"capabilities":[39],"revealing":[41],"secret":[42,131,168],"cryptographic":[43],"keys":[44],"majority":[47],"AES":[49,89,119],"implementations.":[50],"In":[51,104],"very":[53],"recent":[54],"study,":[55],"it":[56],"has":[57],"been":[58],"that":[60,136],"can":[63,147],"be":[64],"applied":[65],"non-profiling":[68,114,155],"way":[69],"(non-profiling":[70],"DLSCA),":[71],"making":[72],"this":[73,105,137],"method":[74],"considerably":[75,94],"more":[76],"practical,":[77],"and":[78,153],"able":[79],"to":[80,111,128,165],"break":[81],"countermeasures":[83],"for":[84],"including":[90],"masking":[91],"countermeasures,":[92],"requiring":[93],"less":[95],"power":[96,163],"traces":[97,164],"than":[98],"first":[100],"order":[101],"CPA":[102,152],"attack.":[103],"work,":[106],"our":[107],"main":[108],"goal":[109],"is":[110],"apply":[112],"hiding-based":[118],"countermeasure":[120],"which":[121],"utilizes":[122],"correlated":[123,140],"noise":[124,141],"generation":[125,142],"so":[126],"hide":[129],"key.":[133,169],"We":[134],"show":[135],"AES,":[138],"with":[139],"lightweight":[145],"countermeasure,":[146],"provide":[148],"equivalent":[149],"protection":[150],"under":[151,154],"attacks,":[157],"terms":[159],"required":[162],"obtain":[166]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-02-06T02:01:19.302388","created_date":"2025-10-10T00:00:00"}