{"id":"https://openalex.org/W2018722509","doi":"https://doi.org/10.1109/isqed.2014.6783305","title":"On application of one-class SVM to reverse engineering-based hardware Trojan detection","display_name":"On application of one-class SVM to reverse engineering-based hardware Trojan detection","publication_year":2014,"publication_date":"2014-03-01","ids":{"openalex":"https://openalex.org/W2018722509","doi":"https://doi.org/10.1109/isqed.2014.6783305","mag":"2018722509"},"language":"en","primary_location":{"id":"doi:10.1109/isqed.2014.6783305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2014.6783305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth International Symposium on Quality Electronic Design","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/A5032688183","display_name":"Chongxi Bao","orcid":"https://orcid.org/0000-0002-9146-3515"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Chongxi Bao","raw_affiliation_strings":["ECE Department, University of Maryland, College Park","ECE Department, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"ECE Department, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009243659","display_name":"Domenic Forte","orcid":"https://orcid.org/0000-0002-2794-7320"},"institutions":[{"id":"https://openalex.org/I140172145","display_name":"University of Connecticut","ror":"https://ror.org/02der9h97","country_code":"US","type":"education","lineage":["https://openalex.org/I140172145"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Domenic Forte","raw_affiliation_strings":["ECE Department, University of Connecticut","ECE Department University of Connecticut Storrs, CT, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, University of Connecticut","institution_ids":["https://openalex.org/I140172145"]},{"raw_affiliation_string":"ECE Department University of Connecticut Storrs, CT, USA","institution_ids":["https://openalex.org/I140172145"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089770783","display_name":"Ankur Srivastava","orcid":"https://orcid.org/0000-0002-5445-904X"},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankur Srivastava","raw_affiliation_strings":["ECE Department, University of Maryland, College Park","ECE Department, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"ECE Department, University of Maryland, College Park","institution_ids":["https://openalex.org/I66946132"]},{"raw_affiliation_string":"ECE Department, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032688183"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":null,"apc_paid":null,"fwci":8.5814,"has_fulltext":false,"cited_by_count":137,"citation_normalized_percentile":{"value":0.98013128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"47","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trojan","display_name":"Trojan","score":0.788357138633728},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6979488134384155},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6890112161636353},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6753712296485901},{"id":"https://openalex.org/keywords/reverse-engineering","display_name":"Reverse engineering","score":0.4576638340950012},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3543388247489929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3509773313999176},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.34433555603027344},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.181043803691864},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1631660759449005}],"concepts":[{"id":"https://openalex.org/C174333608","wikidata":"https://www.wikidata.org/wiki/Q19635","display_name":"Trojan","level":2,"score":0.788357138633728},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6979488134384155},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6890112161636353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6753712296485901},{"id":"https://openalex.org/C207850805","wikidata":"https://www.wikidata.org/wiki/Q269608","display_name":"Reverse engineering","level":2,"score":0.4576638340950012},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3543388247489929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3509773313999176},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.34433555603027344},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.181043803691864},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1631660759449005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed.2014.6783305","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed.2014.6783305","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Fifteenth International Symposium on Quality Electronic Design","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W137487826","https://openalex.org/W1591013007","https://openalex.org/W1972843069","https://openalex.org/W1992787530","https://openalex.org/W2009009482","https://openalex.org/W2026891388","https://openalex.org/W2094691152","https://openalex.org/W2095713606","https://openalex.org/W2106366482","https://openalex.org/W2132870739","https://openalex.org/W2140904634","https://openalex.org/W2148291957","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2161998562","https://openalex.org/W3150167865","https://openalex.org/W4230674625","https://openalex.org/W4245281178","https://openalex.org/W6635239418"],"related_works":["https://openalex.org/W4253721122","https://openalex.org/W1671033612","https://openalex.org/W4389527383","https://openalex.org/W4206524843","https://openalex.org/W2139923244","https://openalex.org/W2237899707","https://openalex.org/W576137284","https://openalex.org/W2116135171","https://openalex.org/W2057970756","https://openalex.org/W4307535425"],"abstract_inverted_index":{"Due":[0],"to":[1,6,13,41,70,85,100,116],"design":[2],"and":[3,55,96,145],"fabrication":[4],"outsourcing":[5],"foundries,":[7],"the":[8,31,52,59,76,102],"problem":[9],"of":[10,61],"malicious":[11],"modifications":[12],"integrated":[14],"circuits":[15,129],"known":[16],"as":[17,25,27],"hardware":[18,136],"Trojans":[19,137],"has":[20],"attracted":[21],"attention":[22,54],"in":[23],"academia":[24],"well":[26],"industry.":[28],"To":[29],"reduce":[30],"risks":[32],"associated":[33],"with":[34,138],"Trojans,":[35],"researchers":[36],"have":[37,50],"proposed":[38],"different":[39,143],"approaches":[40,49,57],"detect":[42,135],"them.":[43],"Among":[44],"these":[45],"approaches,":[46],"test-time":[47],"detection":[48],"drawn":[51],"greatest":[53],"most":[56],"assume":[58],"existence":[60],"a":[62,107],"\u201cgolden":[63],"model\u201d.":[64],"Prior":[65],"works":[66],"suggest":[67],"using":[68,122],"reverse-engineering":[69],"identify":[71,101],"such":[72],"Trojan-free":[73,103],"ICs":[74],"for":[75],"golden":[77],"model":[78],"but":[79],"they":[80],"did":[81],"not":[82],"state":[83],"how":[84],"do":[86],"this":[87,90],"efficiently.":[88],"In":[89],"paper,":[91],"we":[92],"propose":[93],"an":[94],"innovative":[95],"robust":[97],"reverseengineering":[98],"approach":[99,133],"ICs.":[104],"We":[105],"adapt":[106],"well-studied":[108],"machine":[109],"learning":[110],"method,":[111],"one-class":[112],"support":[113],"vector":[114],"machine,":[115],"solve":[117],"our":[118,132],"problem.":[119],"Simulation":[120],"results":[121],"state-of-the-art":[123],"tools":[124],"on":[125],"several":[126],"publicly":[127],"available":[128],"show":[130],"that":[131],"can":[134],"high":[139],"accuracy":[140],"rate":[141],"across":[142],"modeling":[144],"algorithm":[146],"parameters.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":23},{"year":2020,"cited_by_count":19},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":14},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":12},{"year":2015,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
