{"id":"https://openalex.org/W3024669438","doi":"https://doi.org/10.1109/access.2020.2994961","title":"A Review of Research Work on Network-Based SCADA Intrusion Detection Systems","display_name":"A Review of Research Work on Network-Based SCADA Intrusion Detection Systems","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3024669438","doi":"https://doi.org/10.1109/access.2020.2994961","mag":"3024669438"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.2994961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2994961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09094250.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09094250.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079153265","display_name":"Slavica V. Bo\u0161tjan\u010di\u010d Rakas","orcid":"https://orcid.org/0000-0002-0551-3070"},"institutions":[{"id":"https://openalex.org/I10572248","display_name":"Institut Mihajlo Pupin","ror":"https://ror.org/00jk2b778","country_code":"RS","type":"facility","lineage":["https://openalex.org/I10572248","https://openalex.org/I4068193"]},{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Slavica V. Bostjancic Rakas","raw_affiliation_strings":["Mihailo Pupin Institute, University of Belgrade, Belgrade, Serbia"],"raw_orcid":"https://orcid.org/0000-0002-0551-3070","affiliations":[{"raw_affiliation_string":"Mihailo Pupin Institute, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I10572248","https://openalex.org/I4068193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101822369","display_name":"Mirjana D. Stojanovi\u0107","orcid":"https://orcid.org/0000-0003-1073-5804"},"institutions":[{"id":"https://openalex.org/I4068193","display_name":"University of Belgrade","ror":"https://ror.org/02qsmb048","country_code":"RS","type":"education","lineage":["https://openalex.org/I4068193"]}],"countries":["RS"],"is_corresponding":false,"raw_author_name":"Mirjana D. Stojanovic","raw_affiliation_strings":["Faculty of Transport and Traffic Engineering, University of Belgrade, Belgrade, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Transport and Traffic Engineering, University of Belgrade, Belgrade, Serbia","institution_ids":["https://openalex.org/I4068193"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080151946","display_name":"Jasna Markovi\u0107-Petrovi\u0107","orcid":"https://orcid.org/0000-0002-0373-8022"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jasna D. Markovic-Petrovic","raw_affiliation_strings":["CE Djerdap Hydroelectric Power Plants Ltd., Negotin, Serbia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CE Djerdap Hydroelectric Power Plants Ltd., Negotin, Serbia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.183,"has_fulltext":true,"cited_by_count":107,"citation_normalized_percentile":{"value":0.98655309,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"8","issue":null,"first_page":"93083","last_page":"93108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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":1.0,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9995999932289124,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9976000189781189,"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/scada","display_name":"SCADA","score":0.8272398710250854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.816103458404541},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7662400007247925},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.47753965854644775},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3648430109024048},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33932483196258545},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15224924683570862}],"concepts":[{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.8272398710250854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816103458404541},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7662400007247925},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.47753965854644775},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3648430109024048},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33932483196258545},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15224924683570862},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.2994961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2994961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09094250.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b333adcaf8f949bc9f7071bf68aa8bab","is_oa":true,"landing_page_url":"https://doaj.org/article/b333adcaf8f949bc9f7071bf68aa8bab","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 93083-93108 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.2994961","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.2994961","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09094250.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322729","display_name":"Ministarstvo Prosvete, Nauke i Tehnolo\u0161kog Razvoja","ror":"https://ror.org/01znas443"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3024669438.pdf","grobid_xml":"https://content.openalex.org/works/W3024669438.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W107817146","https://openalex.org/W214166028","https://openalex.org/W1550654601","https://openalex.org/W1575698026","https://openalex.org/W1966809779","https://openalex.org/W1970412479","https://openalex.org/W2013330146","https://openalex.org/W2052827706","https://openalex.org/W2094142833","https://openalex.org/W2124493593","https://openalex.org/W2142889610","https://openalex.org/W2161630727","https://openalex.org/W2162969618","https://openalex.org/W2253166131","https://openalex.org/W2290151134","https://openalex.org/W2321407374","https://openalex.org/W2394912556","https://openalex.org/W2510535264","https://openalex.org/W2512362618","https://openalex.org/W2515527499","https://openalex.org/W2517721298","https://openalex.org/W2518150060","https://openalex.org/W2542991636","https://openalex.org/W2614996178","https://openalex.org/W2619874920","https://openalex.org/W2678252017","https://openalex.org/W2678934292","https://openalex.org/W2727477768","https://openalex.org/W2736723828","https://openalex.org/W2740051095","https://openalex.org/W2753352458","https://openalex.org/W2768780933","https://openalex.org/W2774988683","https://openalex.org/W2807918604","https://openalex.org/W2810008687","https://openalex.org/W2832719672","https://openalex.org/W2883514760","https://openalex.org/W2887195793","https://openalex.org/W2896487165","https://openalex.org/W2908047417","https://openalex.org/W2912912046","https://openalex.org/W2937619061","https://openalex.org/W2941500089","https://openalex.org/W2941775396","https://openalex.org/W2946606376","https://openalex.org/W2955810727","https://openalex.org/W2956149470","https://openalex.org/W2958285686","https://openalex.org/W2958780305","https://openalex.org/W2959428502","https://openalex.org/W2967079810","https://openalex.org/W2969321102","https://openalex.org/W2969699559","https://openalex.org/W2971390828","https://openalex.org/W2972568755","https://openalex.org/W2976140009","https://openalex.org/W2989699619","https://openalex.org/W2991409407","https://openalex.org/W3116439895","https://openalex.org/W3168370276","https://openalex.org/W4205413750","https://openalex.org/W6725988714","https://openalex.org/W6758529998","https://openalex.org/W6761432805"],"related_works":["https://openalex.org/W2615977515","https://openalex.org/W2115760278","https://openalex.org/W2146396794","https://openalex.org/W2809162650","https://openalex.org/W2807864071","https://openalex.org/W2388279172","https://openalex.org/W2617238897","https://openalex.org/W2055218442","https://openalex.org/W2617272381","https://openalex.org/W2060595276"],"abstract_inverted_index":{"Specific":[0],"intrusion":[1,68],"detection":[2,69,88,154],"systems":[3,16,70],"(IDSs)":[4],"are":[5],"needed":[6],"to":[7,18,35,37,159],"secure":[8],"modern":[9],"supervisory":[10],"control":[11],"and":[12,27,45,74,96,129,158,169],"data":[13],"acquisition":[14],"(SCADA)":[15],"due":[17],"their":[19],"architecture,":[20],"stringent":[21],"real-time":[22],"requirements,":[23],"network":[24],"traffic":[25],"features":[26],"specific":[28],"application":[29],"layer":[30],"protocols.":[31],"This":[32],"article":[33],"aims":[34],"contribute":[36],"assess":[38],"the":[39,42,60,64,110,117,138,149,171,177],"state-of-the-art,":[40],"identify":[41,166],"open":[43],"issues":[44],"provide":[46,125],"an":[47],"insight":[48],"for":[49,181],"future":[50],"study":[51],"areas.":[52],"To":[53],"achieve":[54],"these":[55],"objectives,":[56],"we":[57,124],"start":[58],"from":[59],"factors":[61],"that":[62,86],"impact":[63],"design":[65],"of":[66,112,131,142,151,176],"dedicated":[67],"in":[71,116,137],"SCADA":[72],"networks":[73],"focus":[75],"on":[76,103,122],"network-based":[77],"IDS":[78,97],"solutions.":[79],"We":[80,164],"propose":[81],"a":[82,126,174],"structured":[83],"evaluation":[84,130],"methodology":[85],"encompasses":[87],"techniques,":[89],"protected":[90],"protocols,":[91],"implementation":[92,105,156],"tools,":[93],"test":[94],"environments":[95],"performance.":[98],"Special":[99],"attention":[100],"is":[101],"focused":[102],"assessing":[104],"maturity":[106],"as":[107,109],"well":[108],"applicability":[111],"each":[113],"surveyed":[114],"solution":[115],"Future":[118],"Internet":[119],"environment.":[120],"Based":[121],"that,":[123],"brief":[127],"description":[128],"26":[132],"selected":[133],"research":[134,167],"papers,":[135],"published":[136],"period":[139],"2015-2019.":[140],"Results":[141],"our":[143],"analysis":[144,172],"indicate":[145],"considerable":[146],"progress":[147],"regarding":[148],"development":[150],"machine":[152],"learning-based":[153],"methods,":[155],"platforms,":[157],"some":[160],"extent,":[161],"sophisticated":[162],"testbeds.":[163],"also":[165],"gaps":[168],"conclude":[170],"with":[173],"list":[175],"most":[178],"important":[179],"directions":[180],"further":[182],"research.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":18},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
