{"id":"https://openalex.org/W4413415409","doi":"https://doi.org/10.1177/1088467x251355785","title":"Symmetry-driven neural networks for secure and optimized data processing in E-government applications","display_name":"Symmetry-driven neural networks for secure and optimized data processing in E-government applications","publication_year":2025,"publication_date":"2025-08-20","ids":{"openalex":"https://openalex.org/W4413415409","doi":"https://doi.org/10.1177/1088467x251355785"},"language":"en","primary_location":{"id":"doi:10.1177/1088467x251355785","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1088467x251355785","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","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/A5032974396","display_name":"Shadi AlZu\u2019bi","orcid":"https://orcid.org/0000-0003-4173-2323"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Shadi AlZu\u2019bi","raw_affiliation_strings":["Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0003-4173-2323","affiliations":[{"raw_affiliation_string":"Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017303499","display_name":"Fatima Quiam","orcid":"https://orcid.org/0000-0002-3162-8111"},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Fatima Quiam","raw_affiliation_strings":["Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan"],"raw_orcid":"https://orcid.org/0000-0002-3162-8111","affiliations":[{"raw_affiliation_string":"Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ala\u2019M Al-Zoubi","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ala\u2019M Al-Zoubi","raw_affiliation_strings":["Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and IT, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021455872","display_name":"Muder Almiani","orcid":"https://orcid.org/0000-0003-0021-2364"},"institutions":[{"id":"https://openalex.org/I179311214","display_name":"Gulf University for Science & Technology","ror":"https://ror.org/04d9rzd67","country_code":"KW","type":"education","lineage":["https://openalex.org/I179311214"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Muder Almiani","raw_affiliation_strings":["Department of MIS, GUST Engineering and Applied Innovation Research Center (GEAR), Gulf University of Science & Technology, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of MIS, GUST Engineering and Applied Innovation Research Center (GEAR), Gulf University of Science & Technology, Kuwait","institution_ids":["https://openalex.org/I179311214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108142161","display_name":"Hadeel Alsolai","orcid":null},"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":false,"raw_author_name":"Hadeel Alsolai","raw_affiliation_strings":["Department of Information Systems, College of Computer and Information Sciences, Princess Nourah BintAbdulrahman University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, College of Computer and Information Sciences, Princess Nourah BintAbdulrahman University, Saudi Arabia","institution_ids":["https://openalex.org/I106778892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021273283","display_name":"Randa Allafi","orcid":"https://orcid.org/0000-0002-9858-5160"},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Randa Allafi","raw_affiliation_strings":["Department of Computer Science, College of Science, Center for Scientific Research and Entrepreneurship, Northern Border University, Arar, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Science, Center for Scientific Research and Entrepreneurship, Northern Border University, Arar, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025765588","display_name":"Munya A. Arasi","orcid":"https://orcid.org/0009-0000-8536-0010"},"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":"Munya A Arasi","raw_affiliation_strings":["Department of Computer Science, Applied College at RijalAlmaa, King Khalid University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Applied College at RijalAlmaa, King Khalid University, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5032974396"],"corresponding_institution_ids":["https://openalex.org/I145019703"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22148583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"30","issue":"1","first_page":"251","last_page":"265"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9797000288963318,"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":0.9797000288963318,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9394999742507935,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.927299976348877,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/symmetry","display_name":"Symmetry (geometry)","score":0.709904670715332},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5759816765785217},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5043321847915649},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.47948727011680603},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29923415184020996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1760205626487732},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06210225820541382}],"concepts":[{"id":"https://openalex.org/C2779886137","wikidata":"https://www.wikidata.org/wiki/Q21030012","display_name":"Symmetry (geometry)","level":2,"score":0.709904670715332},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5759816765785217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5043321847915649},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.47948727011680603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29923415184020996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1760205626487732},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06210225820541382},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/1088467x251355785","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1088467x251355785","pdf_url":null,"source":{"id":"https://openalex.org/S2498839158","display_name":"Intelligent Data Analysis","issn_l":"1088-467X","issn":["1088-467X","1571-4128"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Data Analysis: An International Journal","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":11,"referenced_works":["https://openalex.org/W2995392485","https://openalex.org/W3023273951","https://openalex.org/W4224294104","https://openalex.org/W4380841429","https://openalex.org/W4387221236","https://openalex.org/W4392964483","https://openalex.org/W4400300967","https://openalex.org/W4408369742","https://openalex.org/W4409475672","https://openalex.org/W4410347893","https://openalex.org/W4410372643"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"As":[0],"digital":[1],"governance":[2],"increasingly":[3],"shapes":[4],"the":[5,10,74,77,94,112,142,171],"future":[6],"of":[7,115],"public":[8,104,148,178],"administration,":[9],"demand":[11],"for":[12,103,146,160],"secure":[13,120],"and":[14,35,63,85,123,138],"efficient":[15],"E-government":[16,68,116],"services":[17],"continues":[18],"to":[19,59,83,126,170],"rise.":[20],"Traditional":[21],"neural":[22,55],"networks,":[23],"though":[24],"successful":[25],"across":[26],"various":[27],"fields,":[28],"often":[29],"face":[30],"challenges":[31,173],"in":[32,67,135,175],"scalability,":[33],"security,":[34],"processing":[36,136],"speed":[37],"when":[38],"dealing":[39],"with":[40],"governmental":[41],"data.":[42,179],"This":[43],"study":[44],"introduces":[45],"a":[46,54,100,157],"novel":[47],"framework":[48],"by":[49],"embedding":[50],"symmetrical":[51],"principles":[52],"within":[53],"network":[56,165],"architecture,":[57],"aiming":[58],"strengthen":[60],"data":[61,88,121],"protection":[62],"streamline":[64],"operational":[65],"efficiency":[66],"systems.":[69],"By":[70],"integrating":[71],"symmetry":[72],"at":[73],"architectural":[75],"level,":[76],"model":[78,109],"reduces":[79],"redundant":[80],"computations,":[81],"leading":[82],"faster":[84],"more":[86],"resilient":[87],"processing.":[89],"Moreover,":[90],"this":[91,154],"approach":[92],"enhances":[93],"system\u2019s":[95],"defense":[96],"against":[97],"adversarial":[98],"threats,":[99],"critical":[101],"concern":[102],"sector":[105,149],"applications.":[106],"The":[107],"proposed":[108],"specifically":[110],"addresses":[111],"unique":[113],"requirements":[114],"platforms,":[117],"focusing":[118],"on":[119],"transmission":[122],"robust":[124],"resistance":[125],"security":[127,139],"vulnerabilities.":[128],"Our":[129],"experimental":[130],"evaluations":[131],"highlight":[132],"notable":[133],"improvements":[134],"speeds":[137],"performance,":[140],"demonstrating":[141],"model\u2019s":[143],"practical":[144],"potential":[145],"Realtime":[147],"operations.":[150],"Beyond":[151],"immediate":[152],"applications,":[153],"work":[155],"lays":[156],"strong":[158],"foundation":[159],"further":[161],"research":[162],"into":[163],"symmetry-driven":[164],"designs,":[166],"offering":[167],"promising":[168],"solutions":[169],"complex":[172],"inherent":[174],"managing":[176],"sensitive":[177]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}