{"id":"https://openalex.org/W4200264115","doi":"https://doi.org/10.23919/cnsm52442.2021.9615575","title":"Artificial intelligence and big data driven IS security management solution with applications in higher education organizations","display_name":"Artificial intelligence and big data driven IS security management solution with applications in higher education organizations","publication_year":2021,"publication_date":"2021-10-25","ids":{"openalex":"https://openalex.org/W4200264115","doi":"https://doi.org/10.23919/cnsm52442.2021.9615575"},"language":"en","primary_location":{"id":"doi:10.23919/cnsm52442.2021.9615575","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm52442.2021.9615575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 17th International Conference on Network and Service Management (CNSM)","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/A5021676504","display_name":"Vladislavs Minkevi\u010ds","orcid":null},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":true,"raw_author_name":"Vladislavs Minkevics","raw_affiliation_strings":["Riga Technical University, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Riga Technical University, Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054673800","display_name":"J\u0101nis Kampars","orcid":"https://orcid.org/0000-0003-0045-5593"},"institutions":[{"id":"https://openalex.org/I201787326","display_name":"Riga Technical University","ror":"https://ror.org/00twb6c09","country_code":"LV","type":"education","lineage":["https://openalex.org/I201787326"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Janis Kampars","raw_affiliation_strings":["Riga Technical University, Riga, Latvia"],"affiliations":[{"raw_affiliation_string":"Riga Technical University, Riga, Latvia","institution_ids":["https://openalex.org/I201787326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021676504"],"corresponding_institution_ids":["https://openalex.org/I201787326"],"apc_list":null,"apc_paid":null,"fwci":0.6113,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.71101676,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"340","last_page":"344"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/netflow","display_name":"NetFlow","score":0.8886322379112244},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8179479837417603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7822295427322388},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.6561996936798096},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5053759217262268},{"id":"https://openalex.org/keywords/firewall","display_name":"Firewall (physics)","score":0.48510921001434326},{"id":"https://openalex.org/keywords/modular-design","display_name":"Modular design","score":0.45445749163627625},{"id":"https://openalex.org/keywords/command-and-control","display_name":"Command and control","score":0.4528319835662842},{"id":"https://openalex.org/keywords/emulation","display_name":"Emulation","score":0.44953399896621704},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.42919525504112244},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.32197922468185425},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23557552695274353}],"concepts":[{"id":"https://openalex.org/C188067584","wikidata":"https://www.wikidata.org/wiki/Q219363","display_name":"NetFlow","level":2,"score":0.8886322379112244},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8179479837417603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7822295427322388},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.6561996936798096},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5053759217262268},{"id":"https://openalex.org/C77714075","wikidata":"https://www.wikidata.org/wiki/Q5452017","display_name":"Firewall (physics)","level":5,"score":0.48510921001434326},{"id":"https://openalex.org/C101468663","wikidata":"https://www.wikidata.org/wiki/Q1620158","display_name":"Modular design","level":2,"score":0.45445749163627625},{"id":"https://openalex.org/C506615639","wikidata":"https://www.wikidata.org/wiki/Q21662260","display_name":"Command and control","level":2,"score":0.4528319835662842},{"id":"https://openalex.org/C149810388","wikidata":"https://www.wikidata.org/wiki/Q5374873","display_name":"Emulation","level":2,"score":0.44953399896621704},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.42919525504112244},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.32197922468185425},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23557552695274353},{"id":"https://openalex.org/C183915046","wikidata":"https://www.wikidata.org/wiki/Q1316152","display_name":"Charged black hole","level":4,"score":0.0},{"id":"https://openalex.org/C124017977","wikidata":"https://www.wikidata.org/wiki/Q11412","display_name":"Gravitation","level":2,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C115304011","wikidata":"https://www.wikidata.org/wiki/Q72755","display_name":"Schwarzschild radius","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/cnsm52442.2021.9615575","is_oa":false,"landing_page_url":"https://doi.org/10.23919/cnsm52442.2021.9615575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 17th International Conference on Network and Service Management (CNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2735446156","https://openalex.org/W2761152885","https://openalex.org/W2784567728","https://openalex.org/W2900853407","https://openalex.org/W2907611437","https://openalex.org/W2979539300","https://openalex.org/W3026766820"],"related_works":["https://openalex.org/W2184748140","https://openalex.org/W2110675786","https://openalex.org/W3120717340","https://openalex.org/W2567044960","https://openalex.org/W2052466667","https://openalex.org/W1679070068","https://openalex.org/W86804927","https://openalex.org/W2898126008","https://openalex.org/W1583098994","https://openalex.org/W2386447999"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,67,76,125,128,162,205],"architecture":[4],"of":[5,19,69,86,119,127,167],"a":[6,96,186],"modular":[7],"big-data-based":[8],"information":[9],"system":[10,14,136],"(IS)":[11],"security":[12,134,178],"management":[13,135],"(ISMS)":[15],"and":[16,41,58,61,99,121,143,182,190,208],"elaborates":[17],"one":[18],"its":[20,144],"modules":[21,120],"-":[22],"artificial":[23],"intelligence":[24],"driven":[25],"NetFlow":[26,93],"data":[27,94],"analysis":[28],"(NFAI)":[29],"module.":[30],"The":[31,50,79,131,197],"ISMS":[32,106],"is":[33,53],"used":[34],"in":[35,47,140,204],"production":[36,206],"at":[37],"Riga":[38],"Technical":[39],"University":[40],"can":[42,137],"be":[43,138],"adapted":[44],"for":[45],"use":[46],"other":[48],"organizations.":[49],"proposed":[51],"platform":[52],"based":[54],"on":[55,75,111],"mostly":[56],"free":[57],"open-source":[59],"tools":[60],"allows":[62,148],"to":[63,123,149,159,185,193],"prevent":[64],"or":[65,174,222],"minimize":[66],"consequences":[68],"malware's":[70],"activity":[71,88],"with":[72,161],"little":[73],"impact":[74],"employee's":[77],"privacy.":[78],"presented":[80,132,198],"NFAI":[81,112,145,199],"detection":[82,85,146],"module":[83,113,147,200],"provides":[84],"malware":[87,129],"by":[89,216,220],"extracting":[90],"features":[91],"from":[92],"within":[95],"10-minute":[97],"interval":[98],"feeding":[100],"it":[101,115,157],"into":[102],"several":[103],"trained":[104],"classifiers.":[105],"does":[107],"not":[108,214],"rely":[109],"solely":[110],"alone,":[114],"uses":[116],"an":[117,151],"ensemble":[118],"algorithms":[122],"increase":[124],"accuracy":[126],"detection.":[130],"IS":[133],"employed":[139],"real-time":[141],"environment":[142,207],"identify":[150],"infected":[152,210],"device":[153],"as":[154,156,171],"soon":[155],"starts":[158],"communicate":[160],"botnet":[163],"(a":[164],"logical":[165],"collection":[166],"Internet-connected":[168],"devices":[169,176,211],"such":[170],"computers,":[172],"smartphones":[173],"IoT":[175],"whose":[177],"have":[179],"been":[180,202],"breached":[181],"control":[183,191],"ceded":[184],"third":[187],"party)":[188],"command":[189],"centre":[192],"obtain":[194],"new":[195],"commands.":[196],"has":[201],"validated":[203],"identified":[209],"which":[212],"were":[213],"detected":[215],"antivirus":[217],"software":[218],"nor":[219],"firewall":[221],"Intrusion":[223],"Detection":[224],"System.":[225]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}