{"id":"https://openalex.org/W2967073369","doi":"https://doi.org/10.23919/ecc.2019.8796117","title":"A Tutorial on Detecting Security Attacks on Cyber-Physical Systems","display_name":"A Tutorial on Detecting Security Attacks on Cyber-Physical Systems","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2967073369","doi":"https://doi.org/10.23919/ecc.2019.8796117","mag":"2967073369"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.2019.8796117","doi":"https://doi.org/10.23919/ecc.2019.8796117","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8796117","pdf_url":null,"source":{"id":"https://openalex.org/S4363608272","display_name":"European Control Conference (ECC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5089614649","display_name":"Paul Griffioen","orcid":"https://orcid.org/0000-0002-1648-6151","observed_orcids":["https://orcid.org/0000-0002-1648-6151"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Griffioen","raw_affiliation_strings":["Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008076228","display_name":"Sean Weerakkody","orcid":"https://orcid.org/0000-0002-0133-696X","observed_orcids":["https://orcid.org/0000-0002-0133-696X"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sean Weerakkody","raw_affiliation_strings":["Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006051783","display_name":"Bruno Sinopoli","orcid":"https://orcid.org/0000-0001-5778-4879","observed_orcids":["https://orcid.org/0000-0001-5778-4879"]},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bruno Sinopoli","raw_affiliation_strings":["Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Systems Engineering, Department of Electrical and Computer Engineering, Carnegie Mellon University, Washington University, Pittsburgh, St. Louis, PA, MO, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068190748","display_name":"Omur Ozel","orcid":"https://orcid.org/0000-0001-5756-0963","observed_orcids":["https://orcid.org/0000-0001-5756-0963"]},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Omur Ozel","raw_affiliation_strings":["Department of Electrical and Computer Engineering, The George Washington University, Washington, DC, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, The George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018443722","display_name":"Yilin Mo","orcid":"https://orcid.org/0000-0001-7937-6737","observed_orcids":["https://orcid.org/0000-0001-7937-6737"]},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilin Mo","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.9852,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.97821581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"979","last_page":"984"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10400","display_name":"Network Security and Intrusion Detection","score":0.0017000000225380063,"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"}},{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.0017000000225380063,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cyber-physical-systems","display_name":"cyber-physical systems","score":0.9039999842643738},{"id":"https://openalex.org/keywords/attack-detection","display_name":"attack detection","score":0.8650000095367432},{"id":"https://openalex.org/keywords/adversarial-model","display_name":"adversarial model","score":0.6349999904632568},{"id":"https://openalex.org/keywords/system-resilience","display_name":"system resilience","score":0.6980000138282776},{"id":"https://openalex.org/keywords/cybersecurity","display_name":"cybersecurity","score":0.5540000200271606},{"id":"https://openalex.org/keywords/systems-theory","display_name":"systems theory","score":0.609000027179718},{"id":"https://openalex.org/keywords/malicious-behavior","display_name":"malicious behavior","score":0.46399998664855957},{"id":"https://openalex.org/keywords/active-response","display_name":"active response","score":0.4020000100135803}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.8102667331695557},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7765929698944092},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.760196328163147},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.7104201912879944},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.6768457889556885},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6248085498809814},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5320796966552734},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5099278688430786},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46706634759902954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1504870057106018},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc.2019.8796117","doi":"https://doi.org/10.23919/ecc.2019.8796117","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.2019.8796117","pdf_url":null,"source":{"id":"https://openalex.org/S4363608272","display_name":"European Control Conference (ECC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"2019 18th European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcollections.dordt.edu:faculty_work-2556","doi":null,"is_oa":false,"landing_page_url":"https://digitalcollections.dordt.edu/faculty_work/1548","pdf_url":null,"source":{"id":"https://openalex.org/S4377196606","display_name":"Dordt Digital Collections (Dordt College)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I153204768","host_organization_name":"Dordt University","host_organization_lineage":["https://openalex.org/I153204768"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Work Comprehensive List","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W1557652964","https://openalex.org/W1571323288","https://openalex.org/W1972523481","https://openalex.org/W1975635104","https://openalex.org/W1992384090","https://openalex.org/W2003530067","https://openalex.org/W2003677466","https://openalex.org/W2007955754","https://openalex.org/W2009257627","https://openalex.org/W2010973666","https://openalex.org/W2012352984","https://openalex.org/W2022810949","https://openalex.org/W2024673847","https://openalex.org/W2036033662","https://openalex.org/W2038651258","https://openalex.org/W2039427951","https://openalex.org/W2042960896","https://openalex.org/W2052631265","https://openalex.org/W2064284013","https://openalex.org/W2093197140","https://openalex.org/W2105773843","https://openalex.org/W2107043025","https://openalex.org/W2148142324","https://openalex.org/W2155589794","https://openalex.org/W2158469273","https://openalex.org/W2289381772","https://openalex.org/W2299205035","https://openalex.org/W2343541124","https://openalex.org/W2439424908","https://openalex.org/W2484577372","https://openalex.org/W2499821671","https://openalex.org/W2526245382","https://openalex.org/W2555431798","https://openalex.org/W2578762127","https://openalex.org/W2590171375","https://openalex.org/W2603165544","https://openalex.org/W2620827409","https://openalex.org/W2762538584","https://openalex.org/W2764130219","https://openalex.org/W2782999767","https://openalex.org/W2783777241","https://openalex.org/W2913636944","https://openalex.org/W2963445270","https://openalex.org/W2963712738","https://openalex.org/W2973118259","https://openalex.org/W3102342861"],"related_works":["https://openalex.org/W6884724696","https://openalex.org/W4285122460","https://openalex.org/W2912043463","https://openalex.org/W3125869297","https://openalex.org/W153599157","https://openalex.org/W2399910219","https://openalex.org/W4383552202","https://openalex.org/W4380605481","https://openalex.org/W2762155482","https://openalex.org/W7129083012"],"abstract_inverted_index":{"Cyber-physical":[0],"systems":[1],"(CPSs)":[2],"have":[3],"become":[4],"targets":[5],"for":[6,12,77],"malicious":[7,88],"adversaries,":[8],"creating":[9],"new":[10],"challenges":[11],"attaining":[13],"reliable":[14],"CPS":[15,18,45],"performance.":[16],"Achieving":[17],"security":[19,46,53],"requires":[20],"tools":[21,49],"which":[22,47,104],"extend":[23],"beyond":[24],"what":[25],"is":[26,95,105,115],"offered":[27],"in":[28,111],"state":[29],"of":[30,44,92,102],"the":[31,98,106],"art":[32],"software":[33],"and":[34,54,65,73,84,100,108,114],"cyber":[35,52],"security.":[36],"In":[37],"this":[38,93],"tutorial,":[39],"we":[40],"consider":[41],"a":[42,116],"science":[43],"combines":[48],"from":[50,69],"both":[51],"system":[55],"theory":[56],"to":[57,79,86,119],"defend":[58],"against":[59],"adversarial":[60,71],"behavior.":[61,89],"We":[62],"discuss":[63],"realistic":[64],"intelligent":[66],"attack":[67],"models":[68],"an":[70],"perspective":[72],"then":[74],"present":[75],"mechanisms":[76],"defenders":[78],"achieve":[80],"resilience":[81,113],"by":[82],"recognizing":[83],"responding":[85],"such":[87],"The":[90],"focus":[91],"tutorial":[94],"particularly":[96],"on":[97],"recognition":[99],"detection":[101],"attacks,":[103],"first":[107],"foremost":[109],"step":[110],"achieving":[112],"necessary":[117],"prerequisite":[118],"any":[120],"active":[121],"response.":[122]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-08-22T00:00:00"}