{"id":"https://openalex.org/W4404723754","doi":"https://doi.org/10.1186/s13677-024-00717-6","title":"A hybrid machine learning model with self-improved optimization algorithm for trust and privacy preservation in cloud environment","display_name":"A hybrid machine learning model with self-improved optimization algorithm for trust and privacy preservation in cloud environment","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4404723754","doi":"https://doi.org/10.1186/s13677-024-00717-6"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-024-00717-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00717-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00717-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00717-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034513409","display_name":"Himani Saini","orcid":"https://orcid.org/0009-0003-0584-0113"},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himani Saini","raw_affiliation_strings":["Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102872064","display_name":"Gopal Singh","orcid":null},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gopal Singh","raw_affiliation_strings":["Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078847211","display_name":"Sandeep Dalal","orcid":"https://orcid.org/0000-0002-2924-3474"},"institutions":[{"id":"https://openalex.org/I905734797","display_name":"Maharshi Dayanand University","ror":"https://ror.org/03kaab451","country_code":"IN","type":"education","lineage":["https://openalex.org/I905734797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Dalal","raw_affiliation_strings":["Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Applications, Maharshi Dayanand University, Rohtak, Haryana, India","institution_ids":["https://openalex.org/I905734797"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Iyyappan Moorthi","orcid":null},"institutions":[{"id":"https://openalex.org/I119050109","display_name":"Ahlia University","ror":"https://ror.org/006yvnr95","country_code":"BH","type":"education","lineage":["https://openalex.org/I119050109"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Iyyappan Moorthi","raw_affiliation_strings":["College of Information Technology, Ahlia University Manama, Kingdom of Bahrain, Manama, 10878, Bahrain"],"affiliations":[{"raw_affiliation_string":"College of Information Technology, Ahlia University Manama, Kingdom of Bahrain, Manama, 10878, Bahrain","institution_ids":["https://openalex.org/I119050109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082691754","display_name":"Sultan Mesfer Aldossary","orcid":"https://orcid.org/0000-0002-3233-6487"},"institutions":[{"id":"https://openalex.org/I142608572","display_name":"Prince Sattam Bin Abdulaziz University","ror":"https://ror.org/04jt46d36","country_code":"SA","type":"education","lineage":["https://openalex.org/I142608572"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Sultan Mesfer Aldossary","raw_affiliation_strings":["Computer Engineering Department, College of Engineering, Prince Sattam Bin Abdulaziz University, Wadi Aldawaser, 18411, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, College of Engineering, Prince Sattam Bin Abdulaziz University, Wadi Aldawaser, 18411, Saudi Arabia","institution_ids":["https://openalex.org/I142608572"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092928012","display_name":"Nasratullah Nuristani","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nasratullah Nuristani","raw_affiliation_strings":["Department of Spectrum Management, Telecommunication Regulatory Authority, Kabul, 2496300, Afghanistan"],"affiliations":[{"raw_affiliation_string":"Department of Spectrum Management, Telecommunication Regulatory Authority, Kabul, 2496300, Afghanistan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103133672","display_name":"Arshad Hashmi","orcid":"https://orcid.org/0000-0003-1136-6123"},"institutions":[{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Arshad Hashmi","raw_affiliation_strings":["Department of Information Systems, Faculty of Computing and Information Technology in Rabigh (FCITR), King Abdulaziz University, Jeddah, 21911, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Faculty of Computing and Information Technology in Rabigh (FCITR), King Abdulaziz University, Jeddah, 21911, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5092928012"],"corresponding_institution_ids":[],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":3.7058,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94075552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"13","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9965000152587891,"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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9965000152587891,"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9901999831199646,"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/cloud-computing","display_name":"Cloud computing","score":0.73909592628479},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6848856806755066},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.47617000341415405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40351957082748413},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39396846294403076},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.11516678333282471},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08320021629333496}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.73909592628479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6848856806755066},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.47617000341415405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40351957082748413},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39396846294403076},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.11516678333282471},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08320021629333496},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-024-00717-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00717-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00717-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:49d149bc458f4f3092ac2b6862fc0ff9","is_oa":true,"landing_page_url":"https://doaj.org/article/49d149bc458f4f3092ac2b6862fc0ff9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 13, Iss 1, Pp 1-31 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-024-00717-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-024-00717-6","pdf_url":"https://journalofcloudcomputing.springeropen.com/counter/pdf/10.1186/s13677-024-00717-6","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G8156588672","display_name":null,"funder_award_id":"IFPIP","funder_id":"https://openalex.org/F4320322322","funder_display_name":"King Abdulaziz University"}],"funders":[{"id":"https://openalex.org/F4320322322","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404723754.pdf"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W1782464753","https://openalex.org/W2093548531","https://openalex.org/W2109574129","https://openalex.org/W2137351756","https://openalex.org/W2320381298","https://openalex.org/W2519706319","https://openalex.org/W2606937201","https://openalex.org/W2781091734","https://openalex.org/W2783357829","https://openalex.org/W2791095803","https://openalex.org/W2791750046","https://openalex.org/W2794222060","https://openalex.org/W2797139793","https://openalex.org/W2801491268","https://openalex.org/W2801874531","https://openalex.org/W2802578596","https://openalex.org/W2803199352","https://openalex.org/W2892226435","https://openalex.org/W2893020490","https://openalex.org/W2913608349","https://openalex.org/W2960905882","https://openalex.org/W2966763298","https://openalex.org/W2981233157","https://openalex.org/W3028719682","https://openalex.org/W3046977416","https://openalex.org/W3110088280","https://openalex.org/W3123057515","https://openalex.org/W3129268705","https://openalex.org/W3156502157","https://openalex.org/W3163562723","https://openalex.org/W3196729312","https://openalex.org/W3206934902","https://openalex.org/W4205093184","https://openalex.org/W4213368392","https://openalex.org/W4214733302","https://openalex.org/W4214883585","https://openalex.org/W4280622851","https://openalex.org/W4283721511","https://openalex.org/W4284967451","https://openalex.org/W4293020516","https://openalex.org/W4308315029","https://openalex.org/W4313384578","https://openalex.org/W4313549248","https://openalex.org/W4313906952","https://openalex.org/W4317716297","https://openalex.org/W4318816539","https://openalex.org/W4323341824","https://openalex.org/W4381054366","https://openalex.org/W4386970632","https://openalex.org/W4387188573","https://openalex.org/W4387869562","https://openalex.org/W4387872076","https://openalex.org/W4389161457","https://openalex.org/W4390357276","https://openalex.org/W4390483414","https://openalex.org/W4391330971","https://openalex.org/W4403323551","https://openalex.org/W6732705475"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4366549320","https://openalex.org/W4287863136","https://openalex.org/W3006015132","https://openalex.org/W2965078190","https://openalex.org/W2140656843","https://openalex.org/W3040644038","https://openalex.org/W4311207076","https://openalex.org/W3203633096","https://openalex.org/W2355226480"],"abstract_inverted_index":{"The":[0,48],"rapid":[1],"adoption":[2],"of":[3,111,117],"cloud-based":[4,164],"data":[5,20,34,161],"sharing":[6],"is":[7],"transforming":[8],"collaboration":[9,144],"across":[10,91],"various":[11],"sectors,":[12],"yet":[13],"ensuring":[14],"trust":[15,37,60],"and":[16,36,46,62,89,97,114,131,160],"privacy":[17,35,129,159],"in":[18,38,44,120,127,140,145,163],"sensitive":[19],"remains":[21],"a":[22,28,63,79,108],"critical":[23],"challenge.":[24],"This":[25],"paper":[26],"presents":[27],"hybrid":[29,105],"model":[30,49,87,106],"aimed":[31],"at":[32],"enhancing":[33],"cloud":[39],"environments,":[40],"specifically":[41],"addressing":[42],"concerns":[43],"healthcare":[45],"finance.":[47],"combines":[50],"k-anonymity":[51],"for":[52,59,153],"user":[53],"privacy,":[54],"an":[55,115],"optimized":[56],"Firefly":[57],"algorithm":[58,70],"generation,":[61],"Time-aware":[64],"Modified":[65],"Best":[66],"Fit":[67],"Decreasing":[68],"(T-MBFD)":[69],"to":[71],"improve":[72],"resource":[73],"allocation":[74],"efficiency.":[75,133],"Key":[76],"contributions":[77],"include":[78],"comprehensive":[80],"methodology":[81],"that":[82,103,156],"encompasses":[83],"dataset":[84],"selection,":[85],"preprocessing,":[86],"training,":[88],"evaluation":[90],"multiple":[92],"datasets,":[93,122],"including":[94],"healthcare,":[95],"financial,":[96],"pandemic-related":[98],"data.":[99],"Experimental":[100],"results":[101],"demonstrate":[102],"the":[104,137,151],"achieves":[107],"precision":[109],"score":[110],"approximately":[112],"90%":[113],"accuracy":[116],"around":[118],"93%":[119],"financial":[121],"significantly":[123],"outperforming":[124],"existing":[125],"methods":[126],"both":[128],"preservation":[130],"computational":[132],"These":[134],"findings":[135],"emphasize":[136],"model\u2019s":[138],"effectiveness":[139],"securely":[141],"facilitating":[142],"data-driven":[143],"highly":[146],"regulated":[147],"domains,":[148],"thus":[149],"paving":[150],"way":[152],"practical":[154],"applications":[155],"uphold":[157],"individual":[158],"integrity":[162],"environments.":[165]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}