{"id":"https://openalex.org/W4391164201","doi":"https://doi.org/10.1109/access.2024.3357943","title":"Elevating Big Data Privacy: Innovative Strategies and Challenges in Data Abundance","display_name":"Elevating Big Data Privacy: Innovative Strategies and Challenges in Data Abundance","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391164201","doi":"https://doi.org/10.1109/access.2024.3357943"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3357943","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3357943","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10413360.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10413360.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103084562","display_name":"Mohamed Elkawkagy","orcid":null},"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":"Mohamed Elkawkagy","raw_affiliation_strings":["Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-4249-3566","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093776186","display_name":"E. Elwan","orcid":null},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"E. Elwan","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Information, Menoufia University, Shibin El Kom, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Information, Menoufia University, Shibin El Kom, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"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, Dammam, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019927016","display_name":"Heba Elbeh","orcid":"https://orcid.org/0009-0002-1391-6547"},"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":"Heba Elbeh","raw_affiliation_strings":["Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004658615","display_name":"Sumayh S. Aljameel","orcid":"https://orcid.org/0000-0001-8246-4658"},"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":"Sumayh S. Aljameel","raw_affiliation_strings":["Department of Computer Science, Saudi Aramco Cybersecurity Chair, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","SAUDI ARAMCO Cybersecurity Chair, Computer Science Department, College of computer Science and Information Technology, Imam Abdulrahman bin Faisal University, P.O. Box 1982, Dammam, KSA"],"raw_orcid":"https://orcid.org/0000-0001-8246-4658","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Saudi Aramco Cybersecurity Chair, College of Computer Science and Information Technology, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia","institution_ids":["https://openalex.org/I76571253"]},{"raw_affiliation_string":"SAUDI ARAMCO Cybersecurity Chair, Computer Science Department, College of computer Science and Information Technology, Imam Abdulrahman bin Faisal University, P.O. Box 1982, Dammam, KSA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8328,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86507132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"20931","last_page":"20941"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9990000128746033,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.8653240203857422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7917012572288513},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.659781813621521},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.6311585903167725},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5968290567398071},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5486055016517639},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.48154503107070923},{"id":"https://openalex.org/keywords/transformative-learning","display_name":"Transformative learning","score":0.4647957682609558},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.4626861810684204},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.45453646779060364},{"id":"https://openalex.org/keywords/privacy-software","display_name":"Privacy software","score":0.443710595369339},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.44147077202796936},{"id":"https://openalex.org/keywords/privacy-by-design","display_name":"Privacy by Design","score":0.42233943939208984},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1912490427494049}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.8653240203857422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7917012572288513},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.659781813621521},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.6311585903167725},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5968290567398071},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5486055016517639},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.48154503107070923},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4647957682609558},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.4626861810684204},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.45453646779060364},{"id":"https://openalex.org/C509729295","wikidata":"https://www.wikidata.org/wiki/Q7246032","display_name":"Privacy software","level":3,"score":0.443710595369339},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.44147077202796936},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.42233943939208984},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1912490427494049},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3357943","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3357943","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10413360.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:145230a11e544790af29774f959b359e","is_oa":true,"landing_page_url":"https://doaj.org/article/145230a11e544790af29774f959b359e","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":"IEEE Access, Vol 12, Pp 20931-20941 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3357943","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3357943","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10413360.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5299999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324706","display_name":"Saudi Aramco","ror":"https://ror.org/03ypap427"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391164201.pdf","grobid_xml":"https://content.openalex.org/works/W4391164201.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W239905092","https://openalex.org/W1442654960","https://openalex.org/W2005558540","https://openalex.org/W2051961114","https://openalex.org/W2126502577","https://openalex.org/W2160025529","https://openalex.org/W2188601887","https://openalex.org/W2272113230","https://openalex.org/W2342867778","https://openalex.org/W2549955619","https://openalex.org/W2582403252","https://openalex.org/W2790778843","https://openalex.org/W2804992248","https://openalex.org/W2887150082","https://openalex.org/W2960225463","https://openalex.org/W2998223255","https://openalex.org/W3030560755","https://openalex.org/W3043609867","https://openalex.org/W3048075876","https://openalex.org/W3082555471","https://openalex.org/W3093923084","https://openalex.org/W3097957788","https://openalex.org/W3113280383","https://openalex.org/W3157043287","https://openalex.org/W3169346121","https://openalex.org/W3173970477","https://openalex.org/W3206712704","https://openalex.org/W3216657397","https://openalex.org/W4206988891","https://openalex.org/W4238110297","https://openalex.org/W4284700449","https://openalex.org/W6628707342","https://openalex.org/W6687132881","https://openalex.org/W6794233399"],"related_works":["https://openalex.org/W2101582069","https://openalex.org/W2127814706","https://openalex.org/W2994243660","https://openalex.org/W2118333568","https://openalex.org/W2675231964","https://openalex.org/W2549995367","https://openalex.org/W2116878667","https://openalex.org/W3042284153","https://openalex.org/W2747442008","https://openalex.org/W2132024542"],"abstract_inverted_index":{"The":[0,143],"exponential":[1],"growth":[2],"of":[3,84,106,113,133,146,187,233],"big":[4,31,46,90,107,159,188,248],"data":[5,32,47,59,88,91,108,141,160,249],"has":[6,16,48,93],"ushered":[7],"in":[8,150,247],"transformative":[9],"possibilities":[10],"across":[11],"various":[12],"sectors,":[13],"but":[14,70],"it":[15],"also":[17,72,120],"raised":[18],"formidable":[19],"privacy":[20,33,83,179,222,250],"concerns.":[21],"This":[22,99,162],"article":[23,100,148,163,238],"delves":[24],"into":[25,200],"the":[26,82,103,122,184,196,211,220,225,231,234],"pressing":[27],"need":[28],"for":[29,137,183],"enhancing":[30],"and":[34,57,86,117,139,154,177,207,216],"explores":[35],"innovative":[36,166],"approaches":[37],"to":[38,66,76,157,240],"address":[39],"this":[40,147,237],"critical":[41],"issue.":[42],"In":[43],"recent":[44],"years,":[45],"been":[49],"characterized":[50],"by":[51,125],"its":[52,111],"immense":[53],"volume,":[54],"high":[55],"velocity,":[56],"diverse":[58,140],"sources.":[60],"These":[61],"attributes":[62],"have":[63,71],"enabled":[64],"organizations":[65],"gain":[67],"unprecedented":[68],"insights":[69],"exposed":[73],"sensitive":[74,87,203,217],"information":[75],"potential":[77],"breaches.":[78],"As":[79],"such,":[80],"ensuring":[81],"individuals":[85],"within":[89],"sets":[92],"emerged":[94],"as":[95],"a":[96],"paramount":[97],"concern.":[98],"first":[101],"elucidates":[102],"multifaceted":[104],"nature":[105],"privacy,":[109,114],"emphasizing":[110],"encompassment":[112],"confidentiality,":[115],"integrity,":[116],"availability.":[118],"It":[119],"acknowledges":[121],"challenges":[123],"posed":[124],"existing":[126],"privacy-preserving":[127],"techniques,":[128],"which":[129],"often":[130],"fall":[131],"short":[132],"providing":[134],"comprehensive":[135],"protection":[136],"large":[138],"sets.":[142],"core":[144],"focus":[145],"lies":[149],"presenting":[151],"novel":[152],"strategies":[153],"technologies":[155],"designed":[156,182],"improve":[158],"privacy.":[161],"presents":[164],"an":[165],"framework":[167],"that":[168,243],"combines":[169],"advanced":[170],"encryption":[171,175],"methods,":[172],"including":[173],"fine-grained":[174,212],"techniques":[176],"differential":[178,221],"mechanisms":[180],"specifically":[181],"distinct":[185],"traits":[186],"data,":[189],"like":[190],"noisy":[191],"techniques.":[192],"To":[193,228],"achieve":[194],"this,":[195],"dataset":[197],"undergoes":[198],"categorization":[199],"key":[201,215],"attributes,":[202,204,206,218],"quasi":[205,226],"insensitive":[208],"attributes.":[209,227],"Subsequently,":[210],"technique":[213],"encrypts":[214,224],"while":[219],"mechanism":[223],"further":[229],"substantiate":[230],"effectiveness":[232],"proposed":[235],"technique,":[236],"references":[239],"empirical":[241],"findings":[242],"demonstrate":[244],"tangible":[245],"improvements":[246],"protection.":[251]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}