{"id":"https://openalex.org/W4411383855","doi":"https://doi.org/10.7717/peerj-cs.2930","title":"A novel dilated weighted recurrent neural network (RNN)-based smart contract for secure sharing of big data in Ethereum blockchain using hybrid encryption schemes","display_name":"A novel dilated weighted recurrent neural network (RNN)-based smart contract for secure sharing of big data in Ethereum blockchain using hybrid encryption schemes","publication_year":2025,"publication_date":"2025-06-17","ids":{"openalex":"https://openalex.org/W4411383855","doi":"https://doi.org/10.7717/peerj-cs.2930","pmid":"https://pubmed.ncbi.nlm.nih.gov/40567711"},"language":"en","primary_location":{"id":"doi:10.7717/peerj-cs.2930","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.2930","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7717/peerj-cs.2930","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108994431","display_name":"S Swetha","orcid":null},"institutions":[{"id":"https://openalex.org/I19926482","display_name":"Dr. M.G.R. Educational and Research Institute","ror":"https://ror.org/053hsst90","country_code":"IN","type":"education","lineage":["https://openalex.org/I19926482"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Swetha S","raw_affiliation_strings":["Department of Computer Science and Engineering, R.M.D. Engineering College, Chennai, TamilNadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, R.M.D. Engineering College, Chennai, TamilNadu, India","institution_ids":["https://openalex.org/I19926482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039129593","display_name":"P. M. Joe Prathap","orcid":null},"institutions":[{"id":"https://openalex.org/I19926482","display_name":"Dr. M.G.R. Educational and Research Institute","ror":"https://ror.org/053hsst90","country_code":"IN","type":"education","lineage":["https://openalex.org/I19926482"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Joe Prathap P M","raw_affiliation_strings":["Department of Computer Science and Engineering, R.M.D. Engineering College, Chennai, TamilNadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, R.M.D. Engineering College, Chennai, TamilNadu, India","institution_ids":["https://openalex.org/I19926482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I19926482"],"apc_list":{"value":1395,"currency":"USD","value_usd":1395},"apc_paid":{"value":1395,"currency":"USD","value_usd":1395},"fwci":5.3547,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95412248,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"e2930","last_page":"e2930"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.22300000488758087,"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"}},"topics":[{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.22300000488758087,"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"}},{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.147599995136261,"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"}},{"id":"https://openalex.org/T13345","display_name":"Advanced Technologies and Applied Computing","score":0.07760000228881836,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.7261205315589905},{"id":"https://openalex.org/keywords/blockchain","display_name":"Blockchain","score":0.7233508825302124},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.607679545879364},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.5739783048629761},{"id":"https://openalex.org/keywords/smart-contract","display_name":"Smart contract","score":0.5385590195655823},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3789826035499573},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.35699331760406494},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28292831778526306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27098673582077026}],"concepts":[{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.7261205315589905},{"id":"https://openalex.org/C2779687700","wikidata":"https://www.wikidata.org/wiki/Q20514253","display_name":"Blockchain","level":2,"score":0.7233508825302124},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.607679545879364},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.5739783048629761},{"id":"https://openalex.org/C2779950589","wikidata":"https://www.wikidata.org/wiki/Q7544035","display_name":"Smart contract","level":3,"score":0.5385590195655823},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3789826035499573},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.35699331760406494},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28292831778526306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27098673582077026}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.7717/peerj-cs.2930","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.2930","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},{"id":"pmid:40567711","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40567711","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":"PeerJ. Computer science","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12193487","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12193487","pdf_url":null,"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":"PeerJ Comput Sci","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b0e6015dc5574959ad87e3b05b5b6a49","is_oa":true,"landing_page_url":"https://doaj.org/article/b0e6015dc5574959ad87e3b05b5b6a49","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":"PeerJ Computer Science, Vol 11, p e2930 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.7717/peerj-cs.2930","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.2930","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W2807049179","https://openalex.org/W2881470272","https://openalex.org/W2963241221","https://openalex.org/W2986055611","https://openalex.org/W3011089232","https://openalex.org/W3026097900","https://openalex.org/W3027501833","https://openalex.org/W3037727385","https://openalex.org/W3092123241","https://openalex.org/W3096906378","https://openalex.org/W3129147017","https://openalex.org/W3158168135","https://openalex.org/W3194419849","https://openalex.org/W3202869257","https://openalex.org/W4220822908","https://openalex.org/W4224237731","https://openalex.org/W4229065660","https://openalex.org/W4285290169","https://openalex.org/W4285392619","https://openalex.org/W4288801935","https://openalex.org/W4292085099","https://openalex.org/W4293413610","https://openalex.org/W4294415069","https://openalex.org/W4294861711","https://openalex.org/W4295007736","https://openalex.org/W4295137429","https://openalex.org/W4296101599","https://openalex.org/W4308415747","https://openalex.org/W4319778391","https://openalex.org/W4323654695","https://openalex.org/W4360999810","https://openalex.org/W4378070876","https://openalex.org/W4378417904","https://openalex.org/W4382279978","https://openalex.org/W4386565847","https://openalex.org/W4386804668","https://openalex.org/W4386939813","https://openalex.org/W4386997663","https://openalex.org/W4393117227","https://openalex.org/W6743485176","https://openalex.org/W6777334947","https://openalex.org/W6864523606"],"related_works":["https://openalex.org/W4388187043","https://openalex.org/W4285161539","https://openalex.org/W2982625131","https://openalex.org/W4408904490","https://openalex.org/W4409770598","https://openalex.org/W4406264591","https://openalex.org/W4396636834","https://openalex.org/W3092627261","https://openalex.org/W4396241386","https://openalex.org/W4399333949"],"abstract_inverted_index":{"Background:":[0],"With":[1,241],"the":[2,26,29,50,59,69,72,80,84,91,111,118,124,128,136,142,153,159,173,203,234,238,242,245,248,251,257,260,264,267,272,278,312,330],"enhanced":[3],"data":[4,20,51,57,74,131,143,163,183,205,258,309,347],"amount":[5],"being":[6],"created,":[7],"it":[8,116],"is":[9,64,144,166,210,220,230,253,269,290,326],"significant":[10,23],"to":[11,46,100,108,117,140,157,172,185,198,232,277,304,328],"various":[12,186],"organizations":[13],"and":[14,17,35,39,48,86,88,113,132,201,298,343],"their":[15],"processing,":[16],"managing":[18],"big":[19,73,204,308],"becomes":[21],"a":[22,65,77,170,190,207,291],"challenge":[24],"for":[25,237,301,333],"managers":[27],"of":[28,33,130,175,244,250,266,293],"data.":[30],"The":[31,95,223,281,317],"development":[32],"inexpensive":[34],"new":[36],"computing":[37,41],"systems":[38],"cloud":[40],"sectors":[42],"gave":[43],"qualified":[44],"industries":[45],"gather":[47],"retrieve":[49],"very":[52,191],"precisely":[53],"however":[54],"securely":[55,199],"delivering":[56],"across":[58],"network":[60,187,228],"with":[61],"fewer":[62],"overheads":[63],"demanding":[66],"work.":[67,214],"In":[68],"decentralized":[70],"framework,":[71],"sharing":[75],"puts":[76],"burden":[78],"on":[79,311],"internal":[81,96],"nodes":[82,97,120],"among":[83],"receiver":[85],"sender":[87],"also":[89],"creates":[90],"congestion":[92],"in":[93,127,149,152,168,189,206,212,259],"network.":[94],"that":[98,121,307],"exist":[99],"redirect":[101],"information":[102,112],"may":[103,122],"have":[104],"inadequate":[105],"buffer":[106],"ability":[107],"momentarily":[109],"take":[110],"again":[114],"deliver":[115,141],"upcoming":[119],"create":[123],"occasional":[125],"fault":[126],"transmission":[129],"defeat":[133],"frequently.":[134],"Hence,":[135],"next":[137],"node":[138],"selection":[139],"tiresome":[145],"work,":[146],"thereby":[147],"resulting":[148],"an":[150,195],"enhancement":[151],"total":[154],"receiving":[155],"period":[156],"allocate":[158],"information.":[160],"Methods:":[161],"multi-node":[162],"repetition.":[164],"Blockchain":[165],"involved":[167],"offering":[169],"transparency":[171],"application":[174],"transmission.":[176],"A":[177,215],"simultaneous":[178],"multi-threading":[179],"framework":[180],"confirms":[181],"quick":[182],"channeling":[184],"receivers":[188],"short":[192],"time.":[193],"Therefore,":[194],"advanced":[196],"method":[197],"store":[200],"transfer":[202],"timely":[208],"manner":[209],"developed":[211],"this":[213,334],"deep":[216],"learning-based":[217],"smart":[218,235,273,353],"contract":[219,236],"initially":[221],"designed.":[222],"dilated":[224],"weighted":[225],"recurrent":[226],"neural":[227],"(DW-RNN)":[229],"used":[231,327],"design":[233],"Ethereum":[239,261,313],"blockchain.":[240,262],"aid":[243],"DW-RNN":[246],"model,":[247],"authentication":[249,265],"user":[252,268],"verified":[254],"before":[255],"accessing":[256],"If":[263],"verified,":[270],"then":[271],"contracts":[274],"are":[275,315],"assigned":[276],"authorized":[279],"user.":[280],"model":[282],"uses":[283],"elliptic":[284,294],"Curve":[285],"ElGamal":[286,299],"cryptography":[287,296],"(EC-EC),":[288],"which":[289,345],"combination":[292],"curve":[295],"(ECC)":[297],"encryption":[300,336],"better":[302],"security,":[303],"make":[305,329],"sure":[306],"transfers":[310],"blockchain":[314,350],"safe.":[316],"modified":[318],"Al-Biruni":[319],"earth":[320],"radius":[321],"search":[322],"optimization":[323],"(MBERSO)":[324],"algorithm":[325,339],"best":[331],"keys":[332,341],"EC-EC":[335],"scheme.":[337],"This":[338],"manages":[340],"efficiently":[342],"securely,":[344],"improves":[346],"security":[348],"during":[349],"operations.":[351],"Results:":[352],"contracts.":[354]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}