{"id":"https://openalex.org/W4407759828","doi":"https://doi.org/10.1007/s42979-026-05048-8","title":"Toward Cybersecurity Testing and Monitoring of IoT Ecosystems","display_name":"Toward Cybersecurity Testing and Monitoring of IoT Ecosystems","publication_year":2026,"publication_date":"2026-05-20","ids":{"openalex":"https://openalex.org/W4407759828","doi":"https://doi.org/10.1007/s42979-026-05048-8","pmid":"https://pubmed.ncbi.nlm.nih.gov/42179858"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-026-05048-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05048-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05048-8.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05048-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072275010","display_name":"Stephen Taylor","orcid":"https://orcid.org/0000-0002-9937-1762"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Steve Taylor","raw_affiliation_strings":["University of Southampton, Southampton, UK"],"raw_orcid":"https://orcid.org/0000-0002-9937-1762","affiliations":[{"raw_affiliation_string":"University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051125881","display_name":"P. Melas","orcid":null},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Martin Gilje Jaatun","raw_affiliation_strings":["SINTEF Digital, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0001-7127-6694","affiliations":[{"raw_affiliation_string":"SINTEF Digital, Trondheim, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044034335","display_name":"Martin Gile Jaatun","orcid":null},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Aida Omerovic","raw_affiliation_strings":["SINTEF Digital, Oslo, Norway"],"raw_orcid":"https://orcid.org/0000-0001-8868-597X","affiliations":[{"raw_affiliation_string":"SINTEF Digital, Oslo, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051921049","display_name":"Aida Omerovic","orcid":"https://orcid.org/0000-0001-8868-597X"},"institutions":[{"id":"https://openalex.org/I173888879","display_name":"SINTEF","ror":"https://ror.org/01f677e56","country_code":"NO","type":"facility","lineage":["https://openalex.org/I173888879"]},{"id":"https://openalex.org/I4387930215","display_name":"SINTEF Digital","ror":"https://ror.org/028m52w57","country_code":null,"type":"facility","lineage":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Ravi Borgaonkar","raw_affiliation_strings":["SINTEF Digital, Trondheim, Norway"],"raw_orcid":"https://orcid.org/0000-0003-2874-3650","affiliations":[{"raw_affiliation_string":"SINTEF Digital, Trondheim, Norway","institution_ids":["https://openalex.org/I173888879","https://openalex.org/I4387930215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031612328","display_name":"Robert Seidl","orcid":"https://orcid.org/0000-0001-8518-8433"},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Seidl","raw_affiliation_strings":["Nokia Bell Labs, Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-8518-8433","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Munich, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087955327","display_name":"Norbert Goetze","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Norbert Goetze","raw_affiliation_strings":["Nokia Bell Labs, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0009-6277-6916","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Munich, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116335830","display_name":"Jens Kuhr","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159457","display_name":"Nokia (Germany)","ror":"https://ror.org/05nh5td39","country_code":"DE","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210159457"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jens Kuhr","raw_affiliation_strings":["Nokia Bell Labs, Munich, Germany"],"raw_orcid":"https://orcid.org/0009-0003-6818-9380","affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Munich, Germany","institution_ids":["https://openalex.org/I4210159457"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5096129577","display_name":"Dmytro Prosvirin","orcid":null},"institutions":[{"id":"https://openalex.org/I20307877","display_name":"Antonine University","ror":"https://ror.org/03gc39678","country_code":"LB","type":"education","lineage":["https://openalex.org/I20307877"]}],"countries":["LB"],"is_corresponding":false,"raw_author_name":"Dmytro Prosvirin","raw_affiliation_strings":["Antonov Airlines, Kiev, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-1336-8731","affiliations":[{"raw_affiliation_string":"Antonov Airlines, Kiev, Ukraine","institution_ids":["https://openalex.org/I20307877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077217656","display_name":"M. Leone","orcid":null},"institutions":[{"id":"https://openalex.org/I137543953","display_name":"Telecom Italia (Italy)","ror":"https://ror.org/00xmwgm53","country_code":"IT","type":"company","lineage":["https://openalex.org/I137543953"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Leone","raw_affiliation_strings":["Telecom Italia, Turin, Italy"],"raw_orcid":"https://orcid.org/0009-0000-3707-2882","affiliations":[{"raw_affiliation_string":"Telecom Italia, Turin, Italy","institution_ids":["https://openalex.org/I137543953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080820786","display_name":"Paolo De Lutiis","orcid":null},"institutions":[{"id":"https://openalex.org/I165384544","display_name":"World Energy Council","ror":"https://ror.org/00k7xg884","country_code":"GB","type":"other","lineage":["https://openalex.org/I165384544"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrey Kuznetsov","raw_affiliation_strings":["World Research Center of Vortex Energy (WRCVE), Kiev, Ukraine"],"raw_orcid":"https://orcid.org/0009-0002-8431-0550","affiliations":[{"raw_affiliation_string":"World Research Center of Vortex Energy (WRCVE), Kiev, Ukraine","institution_ids":["https://openalex.org/I165384544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075453637","display_name":"A. V. Kuznetsov","orcid":"https://orcid.org/0000-0002-2692-6907"},"institutions":[{"id":"https://openalex.org/I165384544","display_name":"World Energy Council","ror":"https://ror.org/00k7xg884","country_code":"GB","type":"other","lineage":["https://openalex.org/I165384544"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Anatoliy Gritskevich","raw_affiliation_strings":["World Research Center of Vortex Energy (WRCVE), Kiev, Ukraine"],"raw_orcid":"https://orcid.org/0000-0002-7676-2808","affiliations":[{"raw_affiliation_string":"World Research Center of Vortex Energy (WRCVE), Kiev, Ukraine","institution_ids":["https://openalex.org/I165384544"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057926827","display_name":"\u0410. \u0410. \u0413\u0440\u0438\u0446\u043a\u0435\u0432\u0438\u0447","orcid":"https://orcid.org/0000-0002-5160-925X"},"institutions":[{"id":"https://openalex.org/I4210106965","display_name":"Athens Technology Center (Greece)","ror":"https://ror.org/01b8f4h92","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210106965"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Antonis Mpantis","raw_affiliation_strings":["ATC, Athens, Greece"],"raw_orcid":"https://orcid.org/0009-0001-1304-530X","affiliations":[{"raw_affiliation_string":"ATC, Athens, Greece","institution_ids":["https://openalex.org/I4210106965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087649155","display_name":"G. Triantafyllou","orcid":"https://orcid.org/0000-0002-2353-8693"},"institutions":[{"id":"https://openalex.org/I16097986","display_name":"Universitat de Val\u00e8ncia","ror":"https://ror.org/043nxc105","country_code":"ES","type":"education","lineage":["https://openalex.org/I16097986"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Garcia Perales","raw_affiliation_strings":["i4RI, Valencia, Spain"],"raw_orcid":"https://orcid.org/0009-0003-0781-6141","affiliations":[{"raw_affiliation_string":"i4RI, Valencia, Spain","institution_ids":["https://openalex.org/I16097986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116335827","display_name":"Antonis Mpantis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100923","display_name":"Munster Technological University","ror":"https://ror.org/013xpqh61","country_code":"IE","type":"facility","lineage":["https://openalex.org/I4210100923"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Bernd-Ludwig Wenning","raw_affiliation_strings":["Munster Technological University, Cork, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-2034-253X","affiliations":[{"raw_affiliation_string":"Munster Technological University, Cork, Ireland","institution_ids":["https://openalex.org/I4210100923"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116335828","display_name":"Oscar Garcia Perales","orcid":null},"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":"Sayon Duttagupta","raw_affiliation_strings":["COSIC, KU Leuven, Leuven, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-3495-4641","affiliations":[{"raw_affiliation_string":"COSIC, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":9,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5072275010"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":{"value":2290,"currency":"EUR","value_usd":2890},"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.00372675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"7","issue":"5","first_page":"468","last_page":"468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9325000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9325000047683716,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/internet-of-things","display_name":"Internet of Things","score":0.7276463508605957},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5564082860946655},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.513878345489502},{"id":"https://openalex.org/keywords/ecosystem","display_name":"Ecosystem","score":0.4619124233722687},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.07692351937294006},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06461188197135925}],"concepts":[{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7276463508605957},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5564082860946655},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.513878345489502},{"id":"https://openalex.org/C110872660","wikidata":"https://www.wikidata.org/wiki/Q37813","display_name":"Ecosystem","level":2,"score":0.4619124233722687},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.07692351937294006},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06461188197135925}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s42979-026-05048-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05048-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05048-8.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmid:42179858","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42179858","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN computer science","raw_type":null},{"id":"pmh:oai:arXiv.org:2502.12837","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.12837","pdf_url":"https://arxiv.org/pdf/2502.12837","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"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":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:13190456","is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC13190456/","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Comput Sci","raw_type":"Text"},{"id":"doi:10.48550/arxiv.2502.12837","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2502.12837","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s42979-026-05048-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-026-05048-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-026-05048-8.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4228103727","display_name":null,"funder_award_id":"10087006","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"},{"id":"https://openalex.org/G8775318855","display_name":null,"funder_award_id":"101119747","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320277","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407759828.pdf","grobid_xml":"https://content.openalex.org/works/W4407759828.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2390279801","https://openalex.org/W2625093826","https://openalex.org/W4391913857","https://openalex.org/W2358668433"],"abstract_inverted_index":{"Internet":[0],"of":[1,22,42,62,150,194],"things":[2],"(IoT)":[3],"ecosystems":[4,90,228],"introduce":[5],"significant":[6],"cybersecurity":[7,37,74,224],"challenges":[8],"due":[9],"to":[10,34,93,133,204,237],"device":[11,101],"heterogeneity,":[12],"firmware":[13],"opacity,":[14],"constrained":[15],"resources,":[16],"distributed":[17,141],"deployment,":[18],"and":[19,64,84,104,109,123,148,153,162,186,200,211,229,241,250],"the":[20,59,192,231],"integration":[21],"devices":[23,63],"within":[24],"wider":[25],"socio-technical":[26],"systems":[27,246],"where":[28,247],"they":[29],"are":[30],"used.":[31],"Existing":[32],"approaches":[33],"address":[35,39,94,238],"IoT":[36,89,227],"typically":[38],"isolated":[40],"aspects":[41],"this":[43],"problem,":[44],"such":[45],"as":[46,114],"vulnerability":[47,240],"enumeration,":[48],"anomaly":[49,121],"detection,":[50,122],"or":[51],"risk":[52,79,126,131,202,242],"assessment;":[53],"but":[54],"without":[55],"integrating":[56],"them":[57],"across":[58,137],"full":[60],"lifecycle":[61],"systems.":[65],"This":[66],"paper":[67],"presents":[68],"an":[69],"extensible":[70],"architecture":[71],"that":[72,91],"unifies":[73],"testing,":[75],"runtime":[76,198],"monitoring,":[77,183],"contextual":[78],"modelling,":[80],"secure":[81,213],"update":[82],"mechanisms,":[83],"auditable":[85,143],"evidence":[86],"management":[87],"for":[88,226,233],"aims":[92],"these":[95],"challenges.":[96],"The":[97,171,219],"framework":[98],"supports":[99],"both":[100],"under":[102,106],"test":[103,107],"system":[105],"perspectives":[108],"integrates":[110],"component-level":[111],"techniques":[112],"(such":[113],"SBOM":[115],"generation,":[116],"network":[117],"fuzzing,":[118],"machine":[119],"learning-based":[120],"access":[124],"control":[125],"evaluation)":[127],"with":[128,166],"system-level,":[129],"knowledge-based,":[130],"modelling":[132],"capture":[134],"threat":[135],"propagation":[136,243],"interconnected":[138],"assets.":[139],"A":[140],"ledger-backed":[142],"data":[144],"infrastructure":[145],"ensures":[146],"integrity":[147],"traceability":[149],"indicators,":[151,199],"results,":[152],"decisions.":[154],"Automated":[155],"workflow":[156],"orchestration":[157],"enables":[158],"flexible":[159],"tool":[160],"chaining":[161],"lifecycle-aware":[163],"execution":[164],"aligned":[165],"established":[167],"security":[168],"development":[169],"lifecycles.":[170],"approach":[172],"is":[173],"validated":[174],"through":[175],"three":[176],"industrial":[177],"use":[178],"cases":[179],"in":[180,216,244],"aviation":[181],"cargo":[182],"smart":[184],"manufacturing,":[185],"telecommunication":[187],"residential":[188],"gateways.":[189],"Results":[190],"demonstrate":[191],"feasibility":[193],"combining":[195],"static":[196],"analysis,":[197],"dynamic":[201],"assessment":[203],"prioritise":[205],"vulnerabilities":[206],"contextually,":[207],"detect":[208],"anomalous":[209],"behaviour,":[210],"support":[212],"patch":[214],"deployment":[215],"resource-constrained":[217],"environments.":[218],"work":[220],"advances":[221],"lifecycle-integrated,":[222],"system-aware":[223],"assurance":[225],"highlights":[230],"need":[232],"contextualised,":[234],"interoperable":[235],"tooling":[236],"systemic":[239],"complex":[245],"IoT,":[248],"ICT":[249],"people":[251],"interact.":[252]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-26T06:15:08.310788","created_date":"2025-10-10T00:00:00"}
