{"id":"https://openalex.org/W1978461775","doi":"https://doi.org/10.1109/isicir.2014.7029524","title":"Overview of machine learning based side-channel analysis methods","display_name":"Overview of machine learning based side-channel analysis methods","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1978461775","doi":"https://doi.org/10.1109/isicir.2014.7029524","mag":"1978461775"},"language":"en","primary_location":{"id":"doi:10.1109/isicir.2014.7029524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isicir.2014.7029524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Integrated Circuits (ISIC)","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/A5060395435","display_name":"Dirmanto Jap","orcid":"https://orcid.org/0000-0002-3149-9401"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Dirmanto Jap","raw_affiliation_strings":["School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore","School of Physical and Mathematical Sciences; Nanyang Technological University; Singapore"],"affiliations":[{"raw_affiliation_string":"School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Physical and Mathematical Sciences; Nanyang Technological University; Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052953682","display_name":"Jakub Breier","orcid":"https://orcid.org/0000-0002-7844-5267"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jakub Breier","raw_affiliation_strings":["School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore","School of Physical and Mathematical Sciences; Nanyang Technological University; Singapore"],"affiliations":[{"raw_affiliation_string":"School of Physical and Mathematical Sciences, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of Physical and Mathematical Sciences; Nanyang Technological University; Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060395435"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":2.045,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.88741239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"38","last_page":"41"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.994700014591217,"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"}},{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9840999841690063,"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":0.7824388742446899},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6543060541152954},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5938558578491211},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5728018879890442},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.569632887840271},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.555568516254425},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12344163656234741},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.07557940483093262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7824388742446899},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6543060541152954},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5938558578491211},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5728018879890442},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.569632887840271},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.555568516254425},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12344163656234741},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.07557940483093262},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isicir.2014.7029524","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isicir.2014.7029524","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Symposium on Integrated Circuits (ISIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W109426440","https://openalex.org/W182561961","https://openalex.org/W194952517","https://openalex.org/W229144803","https://openalex.org/W1461374287","https://openalex.org/W1461760393","https://openalex.org/W1480376833","https://openalex.org/W1499081748","https://openalex.org/W1520812622","https://openalex.org/W1525085532","https://openalex.org/W1546849562","https://openalex.org/W1546928902","https://openalex.org/W1562542037","https://openalex.org/W1571801203","https://openalex.org/W1613874182","https://openalex.org/W1752847028","https://openalex.org/W1766541702","https://openalex.org/W1862426464","https://openalex.org/W1873332500","https://openalex.org/W1892788402","https://openalex.org/W1993482360","https://openalex.org/W2006474804","https://openalex.org/W2076857345","https://openalex.org/W2116787154","https://openalex.org/W2131241448","https://openalex.org/W2145498126","https://openalex.org/W2154909745","https://openalex.org/W2157568256","https://openalex.org/W2161336914","https://openalex.org/W2164204739","https://openalex.org/W2188162208","https://openalex.org/W2404161242","https://openalex.org/W2408429201","https://openalex.org/W2602337255","https://openalex.org/W2912889105","https://openalex.org/W2914572864","https://openalex.org/W2920725015","https://openalex.org/W2950182411","https://openalex.org/W3110043900","https://openalex.org/W3148472308","https://openalex.org/W3175100211","https://openalex.org/W4247419906","https://openalex.org/W6610466836","https://openalex.org/W6628477492","https://openalex.org/W6628829361","https://openalex.org/W6632608627","https://openalex.org/W6639175750","https://openalex.org/W6678911119","https://openalex.org/W6684085177","https://openalex.org/W6714055461","https://openalex.org/W6738379573","https://openalex.org/W6997285053","https://openalex.org/W7038962406"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Recent":[0],"publications":[1],"have":[2],"shown":[3,45],"that":[4,39],"there":[5],"is":[6,44],"a":[7,27],"possibility":[8],"to":[9],"apply":[10],"machine":[11],"learning":[12,73],"methods":[13,54],"for":[14,18,75,81],"side-channel":[15],"analysis,":[16],"mostly":[17],"profiling":[19],"based":[20],"attacks.":[21,59],"In":[22],"this":[23],"paper,":[24],"we":[25,61],"present":[26],"brief":[28],"overview":[29],"of":[30,52,71,83],"those":[31],"methods,":[32],"and":[33],"highlight":[34],"what":[35,64],"are":[36],"the":[37,50,57,67,72],"improvements":[38],"might":[40],"be":[41,66],"offered.":[42],"It":[43],"that,":[46],"in":[47],"most":[48],"cases,":[49],"performance":[51],"these":[53],"could":[55,65],"outperform":[56],"classical":[58],"Here,":[60],"also":[62],"discuss":[63],"other":[68],"potential":[69],"applications":[70],"algorithms,":[74],"example,":[76],"as":[77],"feature":[78],"selection":[79],"or":[80],"construction":[82],"leakage":[84],"model.":[85]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}