{"id":"https://openalex.org/W4388977257","doi":"https://doi.org/10.3390/s23239383","title":"Multi-Objective Seagull Optimization Algorithm with Deep Learning-Enabled Vulnerability Detection for Secure Cloud Environments","display_name":"Multi-Objective Seagull Optimization Algorithm with Deep Learning-Enabled Vulnerability Detection for Secure Cloud Environments","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4388977257","doi":"https://doi.org/10.3390/s23239383","pmid":"https://pubmed.ncbi.nlm.nih.gov/38067756"},"language":"en","primary_location":{"id":"doi:10.3390/s23239383","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239383","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9383/pdf?version=1700817834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/23/9383/pdf?version=1700817834","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025820678","display_name":"Mohammed Aljebreen","orcid":"https://orcid.org/0000-0002-6295-733X"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Mohammed Aljebreen","raw_affiliation_strings":["Department of Computer Science, Community College, King Saud University, P.O. Box 28095, Riyadh 11437, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Community College, King Saud University, P.O. Box 28095, Riyadh 11437, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018019909","display_name":"Manal Abdullah Alohali","orcid":"https://orcid.org/0000-0002-1975-5345"},"institutions":[{"id":"https://openalex.org/I106778892","display_name":"Princess Nourah bint Abdulrahman University","ror":"https://ror.org/05b0cyh02","country_code":"SA","type":"education","lineage":["https://openalex.org/I106778892"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Manal Abdullah Alohali","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah Bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078480629","display_name":"Hany Mahgoub","orcid":"https://orcid.org/0000-0003-3461-0125"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hany Mahgoub","raw_affiliation_strings":["Department of Computer Science, College of Science & Art at Mahayil, King Khalid University, Abha 61413, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Science & Art at Mahayil, King Khalid University, Abha 61413, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004658615","display_name":"Sumayh S. Aljameel","orcid":"https://orcid.org/0000-0001-8246-4658"},"institutions":[{"id":"https://openalex.org/I4210143841","display_name":"Saudi Aramco (Saudi Arabia)","ror":"https://ror.org/03ypap427","country_code":"SA","type":"company","lineage":["https://openalex.org/I4210143841"]},{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sumayh S. Aljameel","raw_affiliation_strings":["SAUDI ARAMCO Cybersecurity Chair, Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-8246-4658","affiliations":[{"raw_affiliation_string":"SAUDI ARAMCO Cybersecurity Chair, Department of Computer Science, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I4210143841","https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050831097","display_name":"Albandari Alsumayt","orcid":"https://orcid.org/0000-0002-2137-260X"},"institutions":[{"id":"https://openalex.org/I76571253","display_name":"Imam Abdulrahman Bin Faisal University","ror":"https://ror.org/038cy8j79","country_code":"SA","type":"education","lineage":["https://openalex.org/I76571253"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Albandari Alsumayt","raw_affiliation_strings":["Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-2137-260X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam 31441, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111367732","display_name":"Ahmed El Sayed","orcid":"https://orcid.org/0000-0001-7738-9964"},"institutions":[{"id":"https://openalex.org/I186217134","display_name":"Future University in Egypt","ror":"https://ror.org/03s8c2x09","country_code":"EG","type":"education","lineage":["https://openalex.org/I186217134"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmed Sayed","raw_affiliation_strings":["Research Center, Future University in Egypt, New Cairo 11835, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center, Future University in Egypt, New Cairo 11835, Egypt","institution_ids":["https://openalex.org/I186217134"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5018019909"],"corresponding_institution_ids":["https://openalex.org/I106778892"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.8003,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72630314,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"23","issue":"23","first_page":"9383","last_page":"9383"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10734","display_name":"Information and Cyber Security","score":0.9965000152587891,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7879177331924438},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7581133246421814},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.7113958597183228},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6614314317703247},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6393831968307495},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6330837607383728},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5723876357078552},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.5093261003494263},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5062081217765808},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"Hyperparameter optimization","score":0.47022104263305664},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46263521909713745},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.45449721813201904},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43039610981941223},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15549689531326294},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.0980491042137146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7879177331924438},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7581133246421814},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.7113958597183228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6614314317703247},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6393831968307495},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6330837607383728},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5723876357078552},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.5093261003494263},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5062081217765808},{"id":"https://openalex.org/C10485038","wikidata":"https://www.wikidata.org/wiki/Q48996162","display_name":"Hyperparameter optimization","level":3,"score":0.47022104263305664},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46263521909713745},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.45449721813201904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43039610981941223},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15549689531326294},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0980491042137146},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s23239383","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239383","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9383/pdf?version=1700817834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38067756","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38067756","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10708797","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10708797","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10708797/pdf/sensors-23-09383.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:1f32b8452d8747fba597dc090c05c4a3","is_oa":true,"landing_page_url":"https://doaj.org/article/1f32b8452d8747fba597dc090c05c4a3","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":"Sensors, Vol 23, Iss 23, p 9383 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23239383","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23239383","pdf_url":"https://www.mdpi.com/1424-8220/23/23/9383/pdf?version=1700817834","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[{"id":"https://openalex.org/G1442611335","display_name":null,"funder_award_id":"PNURSP2023R330","funder_id":"https://openalex.org/F33954902","funder_display_name":"Deanship of Scientific Research, King Khalid University"},{"id":"https://openalex.org/G1644087485","display_name":null,"funder_award_id":"RSP2023R459","funder_id":"https://openalex.org/F153587845","funder_display_name":"Future University in Egypt"},{"id":"https://openalex.org/G1886302270","display_name":null,"funder_award_id":"RGP2/95/44","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G2154013511","display_name":null,"funder_award_id":"RSP2023R459","funder_id":"https://openalex.org/F33954902","funder_display_name":"Deanship of Scientific Research, King Khalid University"},{"id":"https://openalex.org/G2645456879","display_name":null,"funder_award_id":"RGP2/95/44","funder_id":"https://openalex.org/F33954902","funder_display_name":"Deanship of Scientific Research, King Khalid University"},{"id":"https://openalex.org/G4497471201","display_name":null,"funder_award_id":"RSP2023R459","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"},{"id":"https://openalex.org/G5552395717","display_name":null,"funder_award_id":"PNURSP2023R330","funder_id":"https://openalex.org/F153587845","funder_display_name":"Future University in Egypt"},{"id":"https://openalex.org/G5958290911","display_name":null,"funder_award_id":"RSP2023R459","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G7490183853","display_name":null,"funder_award_id":"PNURSP2023R330","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"},{"id":"https://openalex.org/G7770283891","display_name":null,"funder_award_id":"PNURSP2023R330","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G782979934","display_name":null,"funder_award_id":"RGP2/95/44","funder_id":"https://openalex.org/F153587845","funder_display_name":"Future University in Egypt"},{"id":"https://openalex.org/G8446274958","display_name":null,"funder_award_id":"RGP2/95/44","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F153587845","display_name":"Future University in Egypt","ror":"https://ror.org/03s8c2x09"},{"id":"https://openalex.org/F33954902","display_name":"Deanship of Scientific Research, King Khalid University","ror":null},{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"},{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4388977257.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W2986824091","https://openalex.org/W3013386139","https://openalex.org/W3199393171","https://openalex.org/W3202003513","https://openalex.org/W3210038985","https://openalex.org/W3217755988","https://openalex.org/W4200123695","https://openalex.org/W4205839677","https://openalex.org/W4213270337","https://openalex.org/W4220922367","https://openalex.org/W4220953822","https://openalex.org/W4281259941","https://openalex.org/W4283794109","https://openalex.org/W4285187956","https://openalex.org/W4293085172","https://openalex.org/W4301430855","https://openalex.org/W4317811086","https://openalex.org/W4320928759","https://openalex.org/W4321205963","https://openalex.org/W4321250656","https://openalex.org/W4324137604","https://openalex.org/W4360979173","https://openalex.org/W4384526011","https://openalex.org/W6770621812"],"related_works":["https://openalex.org/W2953665647","https://openalex.org/W4205712847","https://openalex.org/W4281646320","https://openalex.org/W3169687406","https://openalex.org/W2954882791","https://openalex.org/W4388119537","https://openalex.org/W4287818966","https://openalex.org/W1974336862","https://openalex.org/W3014750173","https://openalex.org/W3192751261"],"abstract_inverted_index":{"Cloud":[0],"computing":[1,9],"(CC)":[2],"is":[3,44,137,177],"an":[4],"internet-enabled":[5],"environment":[6],"that":[7,71],"provides":[8],"services":[10],"such":[11],"as":[12],"networking,":[13],"databases,":[14],"and":[15,19,51,77,117,157],"servers":[16],"to":[17,37,47,103,121,162],"clients":[18],"organizations":[20],"in":[21,54,129],"a":[22,34,61,67,89,96,148,197,211],"cost-effective":[23],"manner.":[24],"Despite":[25],"the":[26,79,85,105,112,123,130,134,140,144,164,168,171,180,187,207,217,220],"benefits":[27],"rendered":[28],"by":[29],"CC,":[30],"its":[31,158],"security":[32],"remains":[33],"prominent":[35],"concern":[36],"overcome.":[38],"An":[39],"intrusion":[40,155,203],"detection":[41,100,156,165,204],"system":[42,190],"(IDS)":[43],"generally":[45],"used":[46],"detect":[48],"both":[49],"normal":[50],"anomalous":[52],"behavior":[53],"networks.":[55],"The":[56,108,184,201],"design":[57],"of":[58,69,125,167,186,206,214,219],"IDS":[59,199],"using":[60,139],"machine":[62],"learning":[63],"(ML)":[64],"technique":[65,102,110,146],"comprises":[66],"series":[68],"methods":[70],"can":[72],"learn":[73],"patterns":[74],"from":[75],"data":[76],"forecast":[78],"outcomes":[80,166],"consequently.":[81],"In":[82,160],"this":[83],"background,":[84],"current":[86],"study":[87],"designs":[88],"novel":[90],"multi-objective":[91],"seagull":[92],"optimization":[93,174],"algorithm":[94,175],"with":[95,193,210,223],"deep":[97,149],"learning-enabled":[98],"vulnerability":[99],"(MOSOA-DLVD)":[101],"secure":[104],"cloud":[106,131],"platform.":[107],"MOSOA-DLVD":[109,145,189,208],"uses":[111,147],"feature":[113],"selection":[114],"(FS)":[115],"method":[116,136,153],"hyperparameter":[118,181],"tuning":[119,182],"strategy":[120],"identify":[122],"presence":[124],"vulnerabilities":[126],"or":[127],"attacks":[128],"infrastructure.":[132],"Primarily,":[133],"FS":[135],"implemented":[138],"MOSOA":[141],"technique.":[142],"Furthermore,":[143],"belief":[150],"network":[151],"(DBN)":[152],"for":[154,179],"classification.":[159],"order":[161],"improve":[163],"DBN":[169],"algorithm,":[170],"sooty":[172],"tern":[173],"(STOA)":[176],"applied":[178],"process.":[183],"performance":[185],"proposed":[188],"was":[191],"validated":[192],"extensive":[194],"simulations":[195],"upon":[196],"benchmark":[198],"dataset.":[200],"improved":[202],"results":[205],"approach":[209],"maximum":[212],"accuracy":[213],"99.34%":[215],"establish":[216],"proficiency":[218],"model":[221],"compared":[222],"recent":[224],"methods.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}