{"id":"https://openalex.org/W4407097767","doi":"https://doi.org/10.1109/tcss.2025.3530772","title":"Trustworthy-Based User Behavior Model: Integrity-Based Resilient Deep Learning Approach in Distributed Networks for Next-Generation Applications","display_name":"Trustworthy-Based User Behavior Model: Integrity-Based Resilient Deep Learning Approach in Distributed Networks for Next-Generation Applications","publication_year":2025,"publication_date":"2025-02-03","ids":{"openalex":"https://openalex.org/W4407097767","doi":"https://doi.org/10.1109/tcss.2025.3530772"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3530772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3530772","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social Systems","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/A5036945704","display_name":"Chinmay Chakraborty","orcid":"https://orcid.org/0000-0002-4385-0975"},"institutions":[{"id":"https://openalex.org/I115715567","display_name":"Birla Institute of Technology, Mesra","ror":"https://ror.org/028vtqb15","country_code":"IN","type":"education","lineage":["https://openalex.org/I115715567"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Chinmay Chakraborty","raw_affiliation_strings":["Birla Institute of Technology Mesra, Patna, India"],"raw_orcid":"https://orcid.org/0000-0002-4385-0975","affiliations":[{"raw_affiliation_string":"Birla Institute of Technology Mesra, Patna, India","institution_ids":["https://openalex.org/I115715567"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029341965","display_name":"Senthil Murugan Nagarajan","orcid":"https://orcid.org/0000-0001-9284-7724"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Senthil Murugan Nagarajan","raw_affiliation_strings":["Department of Mathematics, Universit\u00e9 du Luxembourg, Esch-Sur-Alzette, Luxembourg"],"raw_orcid":"https://orcid.org/0000-0001-9284-7724","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Universit\u00e9 du Luxembourg, Esch-Sur-Alzette, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081356703","display_name":"Rajesh Rathinam","orcid":"https://orcid.org/0000-0002-2831-9801"},"institutions":[{"id":"https://openalex.org/I876193797","display_name":"Vellore Institute of Technology University","ror":"https://ror.org/00qzypv28","country_code":"IN","type":"education","lineage":["https://openalex.org/I876193797"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh R","raw_affiliation_strings":["School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India"],"raw_orcid":"https://orcid.org/0000-0002-2831-9801","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Vellore Institute of Technology, Chennai, India","institution_ids":["https://openalex.org/I876193797"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030268741","display_name":"U Kumaran","orcid":"https://orcid.org/0000-0002-0160-2703"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kumaran U","raw_affiliation_strings":["Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bangalore, India","Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bangalore, India"],"raw_orcid":"https://orcid.org/0000-0002-0160-2703","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bangalore, India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bangalore, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024340809","display_name":"Ganesh Gopal Devarajan","orcid":"https://orcid.org/0000-0003-0036-7841"},"institutions":[{"id":"https://openalex.org/I145286018","display_name":"SRM Institute of Science and Technology","ror":"https://ror.org/050113w36","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018"]},{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ganesh Gopal Devarajan","raw_affiliation_strings":["Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi - NCR Campus, Ghaziabad, India","Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Ghaziabad, India"],"raw_orcid":"https://orcid.org/0000-0003-0036-7841","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Delhi - NCR Campus, Ghaziabad, India","institution_ids":["https://openalex.org/I166533956"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Faculty of Engineering and Technology, SRM Institute of Science and Technology, Ghaziabad, India","institution_ids":["https://openalex.org/I145286018"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036945704"],"corresponding_institution_ids":["https://openalex.org/I115715567"],"apc_list":null,"apc_paid":null,"fwci":17.386,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98863716,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"12","issue":"6","first_page":"5245","last_page":"5254"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9462000131607056,"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":0.9462000131607056,"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9343000054359436,"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":0.7010722756385803},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.683880627155304},{"id":"https://openalex.org/keywords/data-integrity","display_name":"Data integrity","score":0.49845004081726074},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4889194071292877},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4236277937889099},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41461294889450073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32026422023773193},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.2533005475997925}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7010722756385803},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.683880627155304},{"id":"https://openalex.org/C33762810","wikidata":"https://www.wikidata.org/wiki/Q461671","display_name":"Data integrity","level":2,"score":0.49845004081726074},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4889194071292877},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4236277937889099},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41461294889450073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32026422023773193},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2533005475997925}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3530772","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3530772","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2073865102","https://openalex.org/W2080346852","https://openalex.org/W2400861403","https://openalex.org/W2748896792","https://openalex.org/W2771708479","https://openalex.org/W2789896367","https://openalex.org/W2790588927","https://openalex.org/W2800992211","https://openalex.org/W2809411246","https://openalex.org/W2897500530","https://openalex.org/W2968448816","https://openalex.org/W3006104596","https://openalex.org/W3162873931","https://openalex.org/W4206159617","https://openalex.org/W4297510022","https://openalex.org/W4324374167","https://openalex.org/W4362714520","https://openalex.org/W4366524802","https://openalex.org/W4385338479","https://openalex.org/W4388769717"],"related_works":["https://openalex.org/W2076536433","https://openalex.org/W90316445","https://openalex.org/W4327743613","https://openalex.org/W2965447900","https://openalex.org/W3199750033","https://openalex.org/W3089353361","https://openalex.org/W4387006424","https://openalex.org/W2061818469","https://openalex.org/W9098411","https://openalex.org/W1939743152"],"abstract_inverted_index":{"The":[0,87,169],"distributed":[1,68],"network":[2],"utilizing":[3],"the":[4,117,166,173,177,192],"integrity-based":[5],"resilient":[6,70],"machine":[7],"learning":[8,72],"(DRML)":[9],"approach":[10],"offers":[11],"a":[12,67,138],"robust":[13],"methodology":[14],"to":[15,43,75,92,132,164],"address":[16,133],"challenges":[17,51],"associated":[18],"with":[19,66,137,181],"complex":[20],"Internet":[21],"of":[22,176,194],"Things":[23],"(IoT)":[24],"applications,":[25],"computational":[26],"resource":[27],"limitations,":[28],"and":[29,39,61,69,79,102,111,129,144,159,189,197],"environmental":[30],"sustainability.":[31],"In":[32],"heterogeneous":[33],"cloud":[34,62,100,104,130],"computing":[35,63],"environments,":[36],"where":[37],"edge":[38,99,128],"central":[40,103],"clouds":[41],"collaborate":[42],"meet":[44],"diverse":[45],"demands":[46],"in":[47,53],"various":[48,203],"sectors,":[49],"significant":[50],"arise":[52],"task":[54,123],"offloading.":[55],"This":[56,184],"research":[57,185],"proposes":[58],"an":[59],"IoT":[60,153,199],"framework":[64],"integrated":[65,119],"deep":[71],"(DLRTO)":[73],"model":[74,89,179],"optimize":[76],"system":[77,109],"utility":[78,110],"bandwidth":[80,112],"allocation":[81],"for":[82,97],"local":[83],"controller":[84],"devices":[85],"(LCDs).":[86],"DLRTO":[88,178],"is":[90],"designed":[91],"generate":[93],"near-optimal":[94],"offloading":[95],"decisions":[96],"LCDs,":[98],"servers,":[101,105],"thus":[106],"maximizing":[107],"both":[108],"allocation.":[113],"Additionally,":[114],"we":[115],"introduce":[116],"RL-NN":[118],"round":[120],"robin-based":[121],"dynamic":[122],"scheduling":[124,135],"(RNRRDTS)":[125],"algorithm":[126],"on":[127,140],"servers":[131],"job":[134,145],"issues,":[136],"focus":[139],"renewable":[141,156],"energy":[142,157],"generation":[143],"migration.":[146],"Extensive":[147],"simulations":[148],"were":[149],"conducted":[150],"using":[151],"real-world":[152],"application":[154],"tasks,":[155],"data,":[158],"grid":[160],"electricity":[161],"pricing":[162],"data":[163],"evaluate":[165],"proposed":[167],"model.":[168],"experimental":[170],"results":[171],"demonstrate":[172],"superior":[174],"performance":[175],"compared":[180],"existing":[182],"methods.":[183],"provides":[186],"valuable":[187],"insights":[188],"advances":[190],"toward":[191],"creation":[193],"sustainable,":[195],"resilient,":[196],"optimized":[198],"systems":[200],"applicable":[201],"across":[202],"domains.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}