{"id":"https://openalex.org/W7217196328","doi":null,"title":"Integrating AI and ML into Cyber Threat Intelligence for Enhanced Proactive Security Measures","display_name":"Integrating AI and ML into Cyber Threat Intelligence for Enhanced Proactive Security Measures","publication_year":2024,"publication_date":"2024-03-26","ids":{"openalex":"https://openalex.org/W7217196328"},"language":"en","primary_location":{"id":"pmh:oai:www.ijisae.org:article/6346","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6346","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6346/5160","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijisae.org/index.php/IJISAE/article/download/6346/5160","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041472288","display_name":"Aniket Deshpande","orcid":"https://orcid.org/0000-0001-6366-5999","observed_orcids":["https://orcid.org/0000-0001-6366-5999"]},"institutions":[{"id":"https://openalex.org/I2800472358","display_name":"Sunrise University","ror":"https://ror.org/03av5bg62","country_code":"IN","type":"education","lineage":["https://openalex.org/I2800472358"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Aniket Deshpande","raw_affiliation_strings":["Research Scholar , Department of CSE , Sunrise University , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Scholar , Department of CSE , Sunrise University , India","institution_ids":["https://openalex.org/I2800472358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5041472288"],"corresponding_institution_ids":["https://openalex.org/I2800472358"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9771000146865845,"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":0.9771000146865845,"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":0.007300000172108412,"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"}},{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.003700000001117587,"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/cyber-threat-intelligence","display_name":"cyber threat intelligence","score":0.9909999966621399},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"artificial intelligence","score":0.8479999899864197},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.9980000257492065},{"id":"https://openalex.org/keywords/proactive-security","display_name":"proactive security","score":0.9039999842643738},{"id":"https://openalex.org/keywords/threat-detection","display_name":"threat detection","score":0.9169999957084656},{"id":"https://openalex.org/keywords/threat-response","display_name":"threat response","score":0.8259999752044678},{"id":"https://openalex.org/keywords/enterprise-cybersecurity","display_name":"enterprise cybersecurity","score":0.6919999718666077}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7700999975204468},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7134000062942505},{"id":"https://openalex.org/C3018725008","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber threats","level":2,"score":0.5612000226974487},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.37439998984336853},{"id":"https://openalex.org/C201307755","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber-attack","level":2,"score":0.35929998755455017},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3562999963760376},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2985000014305115},{"id":"https://openalex.org/C126082660","wikidata":"https://www.wikidata.org/wiki/Q4252370","display_name":"Digital transformation","level":2,"score":0.27900001406669617},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2752000093460083},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.26660001277923584},{"id":"https://openalex.org/C142944206","wikidata":"https://www.wikidata.org/wiki/Q1786137","display_name":"Proactivity","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:www.ijisae.org:article/6346","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6346","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6346/5160","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:www.ijisae.org:article/6346","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/6346","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/6346/5160","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7217196328.pdf","grobid_xml":"https://content.openalex.org/works/W7217196328.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7202177993","https://openalex.org/W4414070155","https://openalex.org/W4413312756","https://openalex.org/W7215992679","https://openalex.org/W4408504007","https://openalex.org/W4392894919","https://openalex.org/W6893287917","https://openalex.org/W4406721204","https://openalex.org/W7084121454","https://openalex.org/W7167501138"],"abstract_inverted_index":{"Amidst":[0],"the":[1,5,18,29,68,84],"fast-paced":[2],"advancements":[3],"in":[4,27,77,124],"digital":[6],"realm,":[7],"ensuring":[8],"cybersecurity":[9,24,136],"has":[10],"become":[11],"of":[12,35,90,109,126],"utmost":[13],"importance":[14],"for":[15,23],"enterprises":[16],"across":[17],"globe.":[19],"Conventional":[20],"reactive":[21],"methods":[22],"are":[25],"inadequate":[26],"addressing":[28,130],"complex":[30],"and":[31,57,63,72,87,93,104,115,129],"constantly":[32],"evolving":[33],"nature":[34],"cyber":[36,96,117],"threats.":[37],"Consequently,":[38],"there":[39],"is":[40],"an":[41,134],"increasing":[42],"requirement":[43],"to":[44,66,70,74],"implement":[45],"proactive":[46,79],"security":[47],"measures":[48],"that":[49,113],"utilize":[50],"cutting-edge":[51],"technologies":[52],"like":[53],"Artificial":[54],"Intelligence":[55],"(AI)":[56],"Machine":[58],"Learning":[59],"(ML).":[60],"Integrating":[61],"AI":[62,92,114],"ML":[64,94],"techniques":[65],"improve":[67],"ability":[69],"recognize":[71],"respond":[73],"potential":[75],"threats":[76],"a":[78],"manner.":[80],"This":[81],"paper":[82],"examines":[83],"benefits,":[85],"difficulties,":[86],"future":[88],"possibilities":[89],"incorporating":[91],"into":[95],"threat":[97,118],"intelligence":[98],"by":[99],"thoroughly":[100],"analyzing":[101],"current":[102],"literature":[103],"case":[105],"studies.":[106],"The":[107],"results":[108],"this":[110],"study":[111],"indicate":[112],"ML-based":[116],"intelligent":[119],"systems":[120],"provide":[121],"substantial":[122],"benefits":[123],"terms":[125],"identifying,":[127],"examining,":[128],"threats,":[131],"eventually":[132],"enhancing":[133],"organization's":[135],"position.":[137]},"counts_by_year":[],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2026-10-03T00:00:00"}