{"id":"https://openalex.org/W7162627918","doi":"https://doi.org/10.1109/isqed69900.2026.11534721","title":"DUA: Detection of Unrecognized Applications Using One-Class SVM in NoC-Based SoCs","display_name":"DUA: Detection of Unrecognized Applications Using One-Class SVM in NoC-Based SoCs","publication_year":2026,"publication_date":"2026-04-08","ids":{"openalex":"https://openalex.org/W7162627918","doi":"https://doi.org/10.1109/isqed69900.2026.11534721"},"language":"en","primary_location":{"id":"doi:10.1109/isqed69900.2026.11534721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed69900.2026.11534721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 27th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5012420168","display_name":"Andrea Galimberti","orcid":"https://orcid.org/0000-0003-0254-3933"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Galimberti","raw_affiliation_strings":["Politecnico di Milano,DEIB,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034983133","display_name":"Katsuaki Nakano","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katsuaki Nakano","raw_affiliation_strings":["Rochester Institute of Technology,Rochester,NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116057661","display_name":"Rohan Purkait","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rohan Purkait","raw_affiliation_strings":["Rochester Institute of Technology,Rochester,NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137209783","display_name":"Amlan Ganguly","orcid":null},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amlan Ganguly","raw_affiliation_strings":["Rochester Institute of Technology,Rochester,NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077915520","display_name":"Michael Zuzak","orcid":"https://orcid.org/0000-0003-0356-9393"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Zuzak","raw_affiliation_strings":["Rochester Institute of Technology,Rochester,NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047142572","display_name":"Mark Indovina","orcid":"https://orcid.org/0000-0002-6645-4596"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark A. Indovina","raw_affiliation_strings":["Rochester Institute of Technology,Rochester,NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology,Rochester,NY,USA","institution_ids":["https://openalex.org/I155173764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047725314","display_name":"Sai Manoj Pudukotai Dinakarrao","orcid":"https://orcid.org/0000-0002-4417-2387"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sai Manoj Pudukotai Dinakarrao","raw_affiliation_strings":["George Mason University,Fairfax,VA,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George Mason University,Fairfax,VA,USA","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052803987","display_name":"William Fornaciari","orcid":"https://orcid.org/0000-0001-8294-730X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"William Fornaciari","raw_affiliation_strings":["Politecnico di Milano,DEIB,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016373122","display_name":"Davide Zoni","orcid":"https://orcid.org/0000-0002-9951-062X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Zoni","raw_affiliation_strings":["Politecnico di Milano,DEIB,Milano,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politecnico di Milano,DEIB,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.35199999809265137,"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.35199999809265137,"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.2045000046491623,"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/T11005","display_name":"Radiation Effects in Electronics","score":0.13539999723434448,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5522000193595886},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3831999897956848},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.3248000144958496},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.30730000138282776},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.2969000041484833}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.598800003528595},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5522000193595886},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5181999802589417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.3248000144958496},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.30730000138282776},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2969000041484833},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2621999979019165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2556000053882599},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24690000712871552}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isqed69900.2026.11534721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed69900.2026.11534721","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 27th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1319781","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1319781","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1527621767","https://openalex.org/W1831842427","https://openalex.org/W2085447084","https://openalex.org/W2098156582","https://openalex.org/W2134490011","https://openalex.org/W2147657366","https://openalex.org/W2166844173","https://openalex.org/W2234584938","https://openalex.org/W2375937484","https://openalex.org/W2507246620","https://openalex.org/W2580681854","https://openalex.org/W2769208856","https://openalex.org/W3032789745","https://openalex.org/W3034567317","https://openalex.org/W3081627712","https://openalex.org/W3157512427","https://openalex.org/W3165701163","https://openalex.org/W3183989753","https://openalex.org/W4234553786","https://openalex.org/W4248401077","https://openalex.org/W4281795618","https://openalex.org/W4377224497","https://openalex.org/W4388936650","https://openalex.org/W4401692725","https://openalex.org/W4404411951","https://openalex.org/W4406014479","https://openalex.org/W4406894610","https://openalex.org/W4411726705","https://openalex.org/W4415481223","https://openalex.org/W4416430018"],"related_works":[],"abstract_inverted_index":{"Unrecognized":[0],"applications":[1,27,88,142],"running":[2],"on":[3,28,84,92,148],"multi-core":[4,30],"SoCs":[5],"may":[6],"signal":[7],"system":[8],"compromise":[9],"and":[10,63,127,167,170,174],"increase":[11],"vulnerability.":[12],"This":[13,95],"paper":[14],"introduces":[15],"DUA,":[16],"a":[17,50,69,118,149],"novel":[18],"methodology":[19,99,138],"to":[20,77,90,100,178],"detect":[21,102],"the":[22,36,61,93,97,113,134,137,144],"execution":[23],"of":[24,60,136,161],"unrecognized":[25,141],"software":[26],"NoC-based":[29,152],"SoCs,":[31],"leveraging":[32],"traffic":[33,185],"data":[34],"from":[35,143],"NoC":[37],"interconnect,":[38,62],"or,":[39],"more":[40],"broadly,":[41],"any":[42],"packet-switched":[43],"on-chip":[44],"or":[45],"interposerlevel":[46],"interconnect":[47],"such":[48],"as":[49],"network-in-package.":[51],"DUA":[52,98,155],"embeds":[53],"lightweight":[54],"traffic-monitoring":[55],"counters":[56],"into":[57],"selected":[58],"routers":[59],"it":[64,175],"carries":[65],"out":[66],"detection":[67],"using":[68],"one-class":[70],"support":[71],"vector":[72],"machine":[73],"(OC-SVM)":[74],"that,":[75],"due":[76],"its":[78],"unsupervisedlearning":[79],"nature,":[80],"is":[81],"trained":[82],"only":[83],"recognized":[85],"applications,":[86,105],"i.e.,":[87],"authorized":[89],"run":[91],"system.":[94],"allows":[96],"effectively":[101],"unrecognized,":[103],"never-before-seen":[104],"including":[106],"those":[107],"not":[108,171],"considered":[109],"during":[110],"training.":[111],"Identifying":[112],"optimal":[114],"OC-SVM":[115],"involves":[116],"exploring":[117],"search":[119],"space":[120],"that":[121],"encompasses":[122],"input":[123],"features,":[124],"kernel":[125],"functions,":[126],"hyperparameters.":[128],"An":[129],"extensive":[130],"experimental":[131],"campaign":[132],"demonstrates":[133],"effectiveness":[135],"in":[139],"detecting":[140],"PARSEC":[145],"benchmark":[146],"suite":[147],"16":[150],"-core":[151],"SoC.":[153],"The":[154],"approach":[156],"achieves":[157],"an":[158],"average":[159],"accuracy":[160],"85.9%":[162],"while":[163],"introducing":[164],"negligible":[165],"area":[166],"power":[168],"overheads":[169],"affecting":[172],"timing,":[173],"shows":[176],"resilience":[177],"queuing-delay":[179],"noise,":[180],"indicating":[181],"generalization":[182],"across":[183],"varying":[184],"conditions.":[186]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-05-29T00:00:00"}