{"id":"https://openalex.org/W4382322519","doi":"https://doi.org/10.13154/tches.v2020.i3.147-168","title":"Revisiting a Methodology for Efficient CNN Architectures in Profiling Attacks","display_name":"Revisiting a Methodology for Efficient CNN Architectures in Profiling Attacks","publication_year":2020,"publication_date":"2020-06-19","ids":{"openalex":"https://openalex.org/W4382322519","doi":"https://doi.org/10.13154/tches.v2020.i3.147-168"},"language":"en","primary_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/671506","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/671506","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IACR Transactions on Cryptographic Hardware and Embedded Systems, vol. 2020 (3), Art.No. 3, (147-168)","raw_type":"info:eu-repo/semantics/publishedVersion"},"type":"article","indexed_in":["datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/handle/123456789/671506","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5054231782","display_name":"Lennert Wouters","orcid":"https://orcid.org/0000-0001-5740-5066"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Wouters, Lennert","raw_affiliation_strings":["imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005883941","display_name":"V\u00edctor Arribas","orcid":"https://orcid.org/0000-0002-4178-7933"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Arribas, Victor","raw_affiliation_strings":["imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002224407","display_name":"Benedikt Gierlichs","orcid":"https://orcid.org/0000-0002-5866-1990"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Gierlichs, Benedikt","raw_affiliation_strings":["imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039506639","display_name":"Bart Preneel","orcid":"https://orcid.org/0000-0003-2005-9651"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Preneel, Bart","raw_affiliation_strings":["imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"imec-COSIC, KU Leuven Kasteelpark Arenberg 10, B-3001 Leuven-Heverlee, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054231782"],"corresponding_institution_ids":["https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":3.2638,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.93624297,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.995199978351593,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.995199978351593,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9840999841690063,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9835000038146973,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/profiling","display_name":"Profiling (computer programming)","score":0.7376893758773804},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6368796825408936},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3559478521347046},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3500930070877075},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14929428696632385},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12115883827209473}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7376893758773804},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6368796825408936},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3559478521347046},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3500930070877075},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14929428696632385},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12115883827209473}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/671506","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/671506","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IACR Transactions on Cryptographic Hardware and Embedded Systems, vol. 2020 (3), Art.No. 3, (147-168)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:fecbc54260a54268a373ddfb0f9e7cad","is_oa":true,"landing_page_url":"https://doaj.org/article/fecbc54260a54268a373ddfb0f9e7cad","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions on Cryptographic Hardware and Embedded Systems, Vol 2020, Iss 3 (2020)","raw_type":"article"},{"id":"doi:10.13154/tches.v2020.i3.147-168","is_oa":true,"landing_page_url":"https://doi.org/10.13154/tches.v2020.i3.147-168","pdf_url":null,"source":{"id":"https://openalex.org/S7407052971","display_name":"UB Bochum","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/671506","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/handle/123456789/671506","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"IACR Transactions on Cryptographic Hardware and Embedded Systems, vol. 2020 (3), Art.No. 3, (147-168)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2348361596","https://openalex.org/W3018118667","https://openalex.org/W2167571567","https://openalex.org/W1602801198","https://openalex.org/W2350287655","https://openalex.org/W2226400872","https://openalex.org/W2521117258","https://openalex.org/W2352497206","https://openalex.org/W2998249817","https://openalex.org/W84201693"],"abstract_inverted_index":{"This":[0,31],"work":[1,32,162],"provides":[2],"a":[3,70,94,118,159],"critical":[4],"review":[5,169],"of":[6,36,43,46,82,101,110,136,152,158,173,191],"the":[7,34,47,54,83,98,125,134,139,146,150,156,179],"paper":[8],"by":[9,77,87,92,114],"Zaid":[10,88],"et":[11,89],"al.":[12,90],"titled":[13],"\u201cMethodology":[14],"for":[15,49],"Efficient":[16],"CNN":[17,37],"Architectures":[18],"in":[19,25,138],"Profiling":[20],"attacks\u201d,":[21],"which":[22,186],"was":[23],"published":[24],"TCHES":[26],"Volume":[27],"2020,":[28],"Issue":[29],"1.":[30],"studies":[33],"design":[35],"networks":[38],"to":[39,64,133,188],"perform":[40,69],"side-channel":[41],"analysis":[42],"multiple":[44,75],"implementations":[45],"AES":[48],"embedded":[50],"devices.":[51],"Based":[52],"on":[53,97,112,201],"authors\u2019":[55],"code":[56,197],"and":[57,68,149,168,194],"public":[58],"data":[59],"sets,":[60],"we":[61,104,122,142,177],"were":[62],"able":[63],"cross-check":[65],"their":[66,108],"results":[67],"thorough":[71],"analysis.":[72],"We":[73],"correct":[74],"misconceptions":[76],"carefully":[78],"inspecting":[79],"different":[80],"elements":[81],"model":[84],"architectures":[85],"proposed":[86],"First,":[91],"providing":[93],"better":[95],"understanding":[96],"internal":[99],"workings":[100],"these":[102],"models,":[103],"can":[105],"trivially":[106],"reduce":[107],"number":[109,151],"parameters":[111],"average":[113],"52%,":[115],"while":[116],"maintaining":[117],"similar":[119],"performance.":[120],"Second,":[121],"demonstrate":[123],"that":[124,144,166],"convolutional":[126],"filter\u2019s":[127],"size":[128,148],"is":[129,198],"not":[130],"strictly":[131],"related":[132],"amount":[135],"misalignment":[137],"traces.":[140],"Third,":[141],"show":[143],"increasing":[145],"filter":[147],"convolutions":[153],"actually":[154],"improves":[155],"performance":[157],"network.":[160],"Our":[161],"demonstrates":[163],"once":[164],"again":[165],"reproducibility":[167],"are":[170],"important":[171],"pillars":[172],"academic":[174],"research.":[175],"Therefore,":[176],"provide":[178],"reader":[180],"with":[181],"an":[182],"online":[183],"Python":[184],"notebook":[185],"allows":[187],"reproduce":[189],"some":[190],"our":[192],"experiments1":[193],"additional":[195],"example":[196],"made":[199],"available":[200],"Github.2":[202]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":6}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}