{"id":"https://openalex.org/W7167602245","doi":"https://doi.org/10.1007/978-3-032-29723-5_4","title":"From Security Operations to Intelligent Training: Designing an AI-Enabled Cybersecurity Learning Ecosystem","display_name":"From Security Operations to Intelligent Training: Designing an AI-Enabled Cybersecurity Learning Ecosystem","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7167602245","doi":"https://doi.org/10.1007/978-3-032-29723-5_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29723-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29723-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5044928712","display_name":"Evagoras Charalambous","orcid":null},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":true,"raw_author_name":"Evagoras Charalambous","raw_affiliation_strings":["Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0009-0003-4131-0048","affiliations":[{"raw_affiliation_string":"Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077641563","display_name":"Savvas Theodoulou","orcid":null},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Savvas Theodoulou","raw_affiliation_strings":["Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0009-0005-6916-2870","affiliations":[{"raw_affiliation_string":"Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003631635","display_name":"Adamantini Peratikou","orcid":"https://orcid.org/0000-0003-1273-8910"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Adamantini Peratikou","raw_affiliation_strings":["Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0000-0003-1273-8910","affiliations":[{"raw_affiliation_string":"Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032212838","display_name":"Eliana Stavrou","orcid":"https://orcid.org/0000-0003-4040-4942"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Eliana Stavrou","raw_affiliation_strings":["Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0000-0003-4040-4942","affiliations":[{"raw_affiliation_string":"Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087573383","display_name":"Stavros Stavrou","orcid":"https://orcid.org/0000-0002-3189-9421"},"institutions":[{"id":"https://openalex.org/I59746437","display_name":"Open University of Cyprus","ror":"https://ror.org/033sm2k57","country_code":"CY","type":"education","lineage":["https://openalex.org/I59746437"]}],"countries":["CY"],"is_corresponding":false,"raw_author_name":"Stavros Stavrou","raw_affiliation_strings":["Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus"],"raw_orcid":"https://orcid.org/0000-0002-3189-9421","affiliations":[{"raw_affiliation_string":"Faculty of Pure and Applied Sciences, Open University of Cyprus, Nicosia, Cyprus","institution_ids":["https://openalex.org/I59746437"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5044928712"],"corresponding_institution_ids":["https://openalex.org/I59746437"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"79"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.15369999408721924,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.15369999408721924,"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":0.07180000096559525,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.06889999657869339,"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/situation-awareness","display_name":"Situation awareness","score":0.7152000069618225},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5590999722480774},{"id":"https://openalex.org/keywords/blueprint","display_name":"Blueprint","score":0.46869999170303345},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4318999946117401},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.38260000944137573},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.3555999994277954},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.32839998602867126},{"id":"https://openalex.org/keywords/attack-patterns","display_name":"Attack patterns","score":0.3156000077724457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8389000296592712},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.7152000069618225},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5590999722480774},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4918000102043152},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.46869999170303345},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4318999946117401},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.38260000944137573},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.36489999294281006},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.3555999994277954},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.32839998602867126},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.31949999928474426},{"id":"https://openalex.org/C2780741293","wikidata":"https://www.wikidata.org/wiki/Q4818019","display_name":"Attack patterns","level":3,"score":0.3156000077724457},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.31130000948905945},{"id":"https://openalex.org/C2776633304","wikidata":"https://www.wikidata.org/wiki/Q6038026","display_name":"Insider threat","level":3,"score":0.30390000343322754},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.30079999566078186},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.29089999198913574},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2904999852180481},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2854999899864197},{"id":"https://openalex.org/C201307755","wikidata":"https://www.wikidata.org/wiki/Q4071928","display_name":"Cyber-attack","level":2,"score":0.2800999879837036},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.2766999900341034},{"id":"https://openalex.org/C517642484","wikidata":"https://www.wikidata.org/wiki/Q2388514","display_name":"Intelligence analysis","level":2,"score":0.2736999988555908},{"id":"https://openalex.org/C2779478453","wikidata":"https://www.wikidata.org/wiki/Q6889748","display_name":"Modularity (biology)","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C83163435","wikidata":"https://www.wikidata.org/wiki/Q3954104","display_name":"Security management","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C105409693","wikidata":"https://www.wikidata.org/wiki/Q5937824","display_name":"Human intelligence","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29723-5_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29723-5_4","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5283873081207275}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1987516957","https://openalex.org/W2040576886","https://openalex.org/W2087136522","https://openalex.org/W2146948159","https://openalex.org/W2339166448","https://openalex.org/W2488112254","https://openalex.org/W2617416222","https://openalex.org/W2760313715","https://openalex.org/W2904980464","https://openalex.org/W2916904544","https://openalex.org/W2964522977","https://openalex.org/W3096620731","https://openalex.org/W3097471692","https://openalex.org/W3111749540","https://openalex.org/W4288057753","https://openalex.org/W4313443234","https://openalex.org/W4392165522","https://openalex.org/W4392575302","https://openalex.org/W4396788086","https://openalex.org/W4396821716","https://openalex.org/W4398811296","https://openalex.org/W4399039481","https://openalex.org/W4402353038","https://openalex.org/W4402387134","https://openalex.org/W4402811657","https://openalex.org/W4404580064","https://openalex.org/W4406757361","https://openalex.org/W4408636306","https://openalex.org/W4409261757","https://openalex.org/W4411460631","https://openalex.org/W4412193049","https://openalex.org/W4413680027","https://openalex.org/W4415056101","https://openalex.org/W4415108869","https://openalex.org/W4415257529","https://openalex.org/W4415914961","https://openalex.org/W4415936368","https://openalex.org/W4417113168","https://openalex.org/W4417334404","https://openalex.org/W4417511825","https://openalex.org/W7087602480","https://openalex.org/W7102766597"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-08T00:00:00"}