{"id":"https://openalex.org/W4413007446","doi":"https://doi.org/10.1007/s10207-025-01104-1","title":"A machine learning approach using nonlinear ARX neural networks with Bayesian regularization for epidemic malware dynamics in critical network infrastructures","display_name":"A machine learning approach using nonlinear ARX neural networks with Bayesian regularization for epidemic malware dynamics in critical network infrastructures","publication_year":2025,"publication_date":"2025-08-06","ids":{"openalex":"https://openalex.org/W4413007446","doi":"https://doi.org/10.1007/s10207-025-01104-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10207-025-01104-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-025-01104-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-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/A5027597311","display_name":"Kiran Asma","orcid":null},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Kiran Asma","raw_affiliation_strings":["Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740838","display_name":"Muhammad Asif Zahoor Raja","orcid":"https://orcid.org/0000-0001-9953-822X"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Muhammad Asif Zahoor Raja","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]},{"raw_affiliation_string":"Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002609594","display_name":"Chuan\u2010Yu Chang","orcid":"https://orcid.org/0000-0001-9476-8130"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chuan-Yu Chang","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106889236","display_name":"Muhammad Junaid Ali Asif Raja","orcid":null},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Muhammad Junaid Ali Asif Raja","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]},{"raw_affiliation_string":"Department of Data Science and AI Applications, Graduate School of Engineering Science and Technology, National Yunlin University of Science and Technology, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080064006","display_name":"Muhammad Shoaib","orcid":"https://orcid.org/0000-0002-7327-9861"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Muhammad Shoaib","raw_affiliation_strings":["AI Center, Yuan Ze University, Taoyuan, 320, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"AI Center, Yuan Ze University, Taoyuan, 320, Taiwan, ROC","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065890412","display_name":"Chi\u2010Min Shu","orcid":"https://orcid.org/0000-0001-9455-6162"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chi-Min Shu","raw_affiliation_strings":["Department of Safety, Health and Environmental Engineering, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliu, Yunlin, 64002, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Safety, Health and Environmental Engineering, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliu, Yunlin, 64002, Taiwan, ROC","institution_ids":["https://openalex.org/I75357094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027597311"],"corresponding_institution_ids":["https://openalex.org/I75357094"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22757932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"5","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":0.9997000098228455,"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":0.9997000098228455,"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":0.9918000102043152,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9872999787330627,"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/computer-science","display_name":"Computer science","score":0.771156907081604},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7089565396308899},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6313479542732239},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5472386479377747},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5455847978591919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.526915967464447},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.5149789452552795},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.48626768589019775},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3608397841453552},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20419400930404663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.771156907081604},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7089565396308899},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6313479542732239},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5472386479377747},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5455847978591919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.526915967464447},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5149789452552795},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.48626768589019775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3608397841453552},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20419400930404663},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10207-025-01104-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-025-01104-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2954537660","https://openalex.org/W2981413611","https://openalex.org/W3099887983","https://openalex.org/W3172513953","https://openalex.org/W3208320976","https://openalex.org/W3213840904","https://openalex.org/W4281695300","https://openalex.org/W4307512287","https://openalex.org/W4321205418","https://openalex.org/W4322627042","https://openalex.org/W4379284644","https://openalex.org/W4380791826","https://openalex.org/W4381795791","https://openalex.org/W4382010027","https://openalex.org/W4382173761","https://openalex.org/W4382246267","https://openalex.org/W4383682755","https://openalex.org/W4385978306","https://openalex.org/W4386003784","https://openalex.org/W4386088211","https://openalex.org/W4387973335","https://openalex.org/W4387974064","https://openalex.org/W4388579573","https://openalex.org/W4390467940","https://openalex.org/W4392292544","https://openalex.org/W4394581497","https://openalex.org/W4394610820","https://openalex.org/W4396496336","https://openalex.org/W4396750574","https://openalex.org/W4396893677","https://openalex.org/W4399732517","https://openalex.org/W4399739635","https://openalex.org/W4400018453","https://openalex.org/W4400227649","https://openalex.org/W4400688915","https://openalex.org/W4400849549","https://openalex.org/W4404561484","https://openalex.org/W4405894585","https://openalex.org/W4407690578","https://openalex.org/W4407704533","https://openalex.org/W4408291574"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W3152891574","https://openalex.org/W4316881845","https://openalex.org/W2975527072"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
