{"id":"https://openalex.org/W4283264211","doi":"https://doi.org/10.1109/meco55406.2022.9797108","title":"A Side Channel Attack Detection System Using Processor Core Events and a Support Vector Machine","display_name":"A Side Channel Attack Detection System Using Processor Core Events and a Support Vector Machine","publication_year":2022,"publication_date":"2022-06-07","ids":{"openalex":"https://openalex.org/W4283264211","doi":"https://doi.org/10.1109/meco55406.2022.9797108"},"language":"en","primary_location":{"id":"doi:10.1109/meco55406.2022.9797108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797108","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","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/A5080300587","display_name":"Rob Oshana","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123704","display_name":"NXP (Germany)","ror":"https://ror.org/0268h4j55","country_code":"DE","type":"company","lineage":["https://openalex.org/I109147379","https://openalex.org/I4210123704"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Rob Oshana","raw_affiliation_strings":["Edge Processing Business Line, NXP Semiconductors,Austin,USA","Edge Processing Business Line, NXP Semiconductors, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Edge Processing Business Line, NXP Semiconductors,Austin,USA","institution_ids":["https://openalex.org/I4210123704"]},{"raw_affiliation_string":"Edge Processing Business Line, NXP Semiconductors, Austin, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082009815","display_name":"Mitchell A. Thornton","orcid":"https://orcid.org/0000-0003-3559-9511"},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mitchell A. Thornton","raw_affiliation_strings":["Darwin Deason Institute for Cybersecurity, Southern Methodist University,Dallas,Texas,USA","Darwin Deason Institute for Cybersecurity, Southern Methodist University, Dallas, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Darwin Deason Institute for Cybersecurity, Southern Methodist University,Dallas,Texas,USA","institution_ids":["https://openalex.org/I178169726"]},{"raw_affiliation_string":"Darwin Deason Institute for Cybersecurity, Southern Methodist University, Dallas, Texas, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009320489","display_name":"Mike Caraman","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123704","display_name":"NXP (Germany)","ror":"https://ror.org/0268h4j55","country_code":"DE","type":"company","lineage":["https://openalex.org/I109147379","https://openalex.org/I4210123704"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Mike Caraman","raw_affiliation_strings":["Edge Processing Business Line, NXP Semiconductors,Austin,USA","Edge Processing Business Line, NXP Semiconductors, Austin, USA"],"affiliations":[{"raw_affiliation_string":"Edge Processing Business Line, NXP Semiconductors,Austin,USA","institution_ids":["https://openalex.org/I4210123704"]},{"raw_affiliation_string":"Edge Processing Business Line, NXP Semiconductors, Austin, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080300587"],"corresponding_institution_ids":["https://openalex.org/I4210123704"],"apc_list":null,"apc_paid":null,"fwci":0.6113,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.64578086,"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":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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/T11424","display_name":"Security and Verification in Computing","score":0.9993000030517578,"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/T10951","display_name":"Cryptographic Implementations and Security","score":0.9983000159263611,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/x86","display_name":"x86","score":0.8380947113037109},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8266754746437073},{"id":"https://openalex.org/keywords/side-channel-attack","display_name":"Side channel attack","score":0.7823195457458496},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5288420915603638},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5062527060508728},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.48386895656585693},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4670039415359497},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4354782998561859},{"id":"https://openalex.org/keywords/cache","display_name":"Cache","score":0.4309823215007782},{"id":"https://openalex.org/keywords/instruction-set","display_name":"Instruction set","score":0.4265243113040924},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.425041139125824},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.30662375688552856},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3008573055267334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.250449538230896},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10731565952301025},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10203614830970764},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.09909325838088989}],"concepts":[{"id":"https://openalex.org/C170723468","wikidata":"https://www.wikidata.org/wiki/Q182933","display_name":"x86","level":3,"score":0.8380947113037109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8266754746437073},{"id":"https://openalex.org/C49289754","wikidata":"https://www.wikidata.org/wiki/Q2267081","display_name":"Side channel attack","level":3,"score":0.7823195457458496},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5288420915603638},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5062527060508728},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.48386895656585693},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4670039415359497},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4354782998561859},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.4309823215007782},{"id":"https://openalex.org/C202491316","wikidata":"https://www.wikidata.org/wiki/Q272683","display_name":"Instruction set","level":2,"score":0.4265243113040924},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.425041139125824},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.30662375688552856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3008573055267334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.250449538230896},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10731565952301025},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10203614830970764},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.09909325838088989},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco55406.2022.9797108","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco55406.2022.9797108","pdf_url":null,"source":{"id":"https://openalex.org/S4363608204","display_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 11th Mediterranean Conference on Embedded Computing (MECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2294463103","https://openalex.org/W2799161306","https://openalex.org/W2912742709","https://openalex.org/W3165348418","https://openalex.org/W3170203330","https://openalex.org/W4288057752"],"related_works":["https://openalex.org/W1980322368","https://openalex.org/W2096357811","https://openalex.org/W3131321414","https://openalex.org/W4376456917","https://openalex.org/W4212981280","https://openalex.org/W2544369712","https://openalex.org/W2090939166","https://openalex.org/W1972265022","https://openalex.org/W4252926748","https://openalex.org/W2439357447"],"abstract_inverted_index":{"A":[0,24],"method":[1],"for":[2],"the":[3,31,77,85,123,129],"detection":[4,103,159],"and":[5,15,20,83,99,110,143],"suppression":[6],"of":[7,33,73,79,95,122,151],"side":[8,96],"band":[9],"channel":[10,97],"attacks":[11,114],"has":[12,161],"been":[13],"proposed":[14],"evaluated":[16],"using":[17],"machine":[18],"learning":[19,26],"processor":[21],"core":[22],"events.":[23],"supervised":[25],"model":[27],"is":[28],"used":[29],"in":[30,50,76],"implementation":[32],"a":[34,51,54,148],"system":[35,57,104,160],"based":[36,56,133,136],"on":[37,53,120,134,164],"hardware":[38,69],"event":[39],"counters":[40],"to":[41,70,108,112,154],"detect":[42,71,109],"malicious":[43,74],"exploits":[44],"such":[45,127],"as":[46,59,128,171,173],"SPECTRE":[47,125],"variants":[48,72,94,121],"running":[49],"process":[52],"Linux":[55],"operating":[58],"an":[60],"Edge":[61],"computing":[62],"device.":[63],"The":[64,158],"approach":[65],"uses":[66],"existing":[67],"on-chip":[68],"exploitation":[75],"midst":[78],"other":[80],"application":[81],"processes":[82],"suspend":[84],"offending":[86],"process.":[87],"In":[88],"this":[89,118],"work":[90],"we":[91],"analyze":[92],"multiple":[93,113,165],"attack":[98,126,132],"demonstrate":[100,117],"how":[101],"our":[102],"can":[105],"be":[106],"trained":[107],"react":[111],"simultaneously.":[115],"We":[116,138],"prototype":[119],"classic":[124],"micro-ops":[130],"cache":[131],"x86":[135,170],"machines.":[137],"use":[139],"dimensionality":[140],"reduction":[141],"techniques":[142,146],"feature":[144],"selection":[145],"from":[147],"large":[149],"set":[150,167],"counter":[152],"data":[153],"improve":[155],"performance":[156],"results.":[157],"successfully":[162],"performed":[163],"instruction":[166],"architectures":[168],"including":[169],"well":[172],"Cortex-A":[174],"class":[175],"ARM":[176],"architectures.":[177]},"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":1}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}
