{"id":"https://openalex.org/W4410582638","doi":"https://doi.org/10.1109/jiot.2025.3572365","title":"A Differential Privacy Based Task Offloading Algorithm for Vehicular Edge Computing","display_name":"A Differential Privacy Based Task Offloading Algorithm for Vehicular Edge Computing","publication_year":2025,"publication_date":"2025-05-21","ids":{"openalex":"https://openalex.org/W4410582638","doi":"https://doi.org/10.1109/jiot.2025.3572365"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3572365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3572365","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things 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/A5101799637","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-1089-3685"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Li","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027686111","display_name":"Shuqin Zhang","orcid":"https://orcid.org/0000-0002-0665-6567"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuqin Zhang","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051771321","display_name":"Jinju Geng","orcid":"https://orcid.org/0000-0001-9516-0362"},"institutions":[{"id":"https://openalex.org/I4210155350","display_name":"Purple Mountain Laboratories","ror":"https://ror.org/04zcbk583","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210155350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinbu Geng","raw_affiliation_strings":["Endogenous Security Center, Purple Mountain Laboratories, Nanjing, China","Purple Mountain Laboratories, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Endogenous Security Center, Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]},{"raw_affiliation_string":"Purple Mountain Laboratories, Nanjing, China","institution_ids":["https://openalex.org/I4210155350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102852557","display_name":"Jizhao Liu","orcid":"https://orcid.org/0000-0001-6264-2939"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jizhao Liu","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089936740","display_name":"Zenan Wu","orcid":"https://orcid.org/0000-0003-4981-5246"},"institutions":[{"id":"https://openalex.org/I132586189","display_name":"Zhongyuan University of Technology","ror":"https://ror.org/0360zcg91","country_code":"CN","type":"education","lineage":["https://openalex.org/I132586189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zenan Wu","raw_affiliation_strings":["School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]},{"raw_affiliation_string":"College of Computer Science, Zhongyuan University of Technology, Zhengzhou, China","institution_ids":["https://openalex.org/I132586189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087012171","display_name":"Hongsong Zhu","orcid":"https://orcid.org/0000-0003-3720-7403"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsong Zhu","raw_affiliation_strings":["Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","Institute of Information Engineering, CAS, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Information Engineering, CAS, Beijing, China","institution_ids":["https://openalex.org/I4210156404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101799637"],"corresponding_institution_ids":["https://openalex.org/I132586189"],"apc_list":null,"apc_paid":null,"fwci":17.3056,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.98893729,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"15","first_page":"30921","last_page":"30932"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.920199990272522,"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":0.920199990272522,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.911899983882904,"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/computer-science","display_name":"Computer science","score":0.8629986047744751},{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.8281726241111755},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.6096151471138},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5322954654693604},{"id":"https://openalex.org/keywords/mobile-edge-computing","display_name":"Mobile edge computing","score":0.46343404054641724},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.42637360095977783},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4099279046058655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22040995955467224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8629986047744751},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.8281726241111755},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.6096151471138},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5322954654693604},{"id":"https://openalex.org/C2776061582","wikidata":"https://www.wikidata.org/wiki/Q25325231","display_name":"Mobile edge computing","level":3,"score":0.46343404054641724},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.42637360095977783},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4099279046058655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22040995955467224},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3572365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3572365","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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":37,"referenced_works":["https://openalex.org/W32403112","https://openalex.org/W1845972764","https://openalex.org/W1873763122","https://openalex.org/W1981029888","https://openalex.org/W2112348059","https://openalex.org/W2145339207","https://openalex.org/W2472587927","https://openalex.org/W2473418344","https://openalex.org/W2746553466","https://openalex.org/W2963595477","https://openalex.org/W2964221923","https://openalex.org/W2964247343","https://openalex.org/W3046518446","https://openalex.org/W3206972316","https://openalex.org/W4205993435","https://openalex.org/W4213278605","https://openalex.org/W4226072218","https://openalex.org/W4297243363","https://openalex.org/W4309781949","https://openalex.org/W4315864507","https://openalex.org/W4316042033","https://openalex.org/W4319303207","https://openalex.org/W4321368181","https://openalex.org/W4385075853","https://openalex.org/W4386275648","https://openalex.org/W4386322075","https://openalex.org/W4388450880","https://openalex.org/W4395080659","https://openalex.org/W4399563162","https://openalex.org/W4400490248","https://openalex.org/W4402473477","https://openalex.org/W6685444567","https://openalex.org/W6687681856","https://openalex.org/W6692846177","https://openalex.org/W6728757088","https://openalex.org/W6781089347","https://openalex.org/W6802757742"],"related_works":["https://openalex.org/W4361251304","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W3024547383","https://openalex.org/W4210813012","https://openalex.org/W2914646191","https://openalex.org/W3174690704","https://openalex.org/W4221092438","https://openalex.org/W4406207611","https://openalex.org/W3023564924"],"abstract_inverted_index":{"With":[0],"the":[1,14,20,23,86,96,100,128,134,145,149,168,189],"advent":[2],"of":[3,16,88,102,130,158],"Vehicular":[4,9,117],"Ad":[5],"Hoc":[6],"Networks":[7],"(VANETs),":[8],"Edge":[10,118],"Computing":[11,119],"(VEC)":[12,120],"facilitates":[13],"execution":[15],"vehicular":[17,92,103,131],"tasks":[18,132],"through":[19],"Internet.":[21],"In":[22],"VEC":[24,62,186],"architecture,":[25],"vehicles":[26],"request":[27],"task":[28,38,51,58,89,97,104],"offloading,":[29],"and":[30,43,53,69,160],"a":[31,76,112,155],"central":[32],"decision":[33],"center":[34],"allocates":[35],"resources.":[36],"Effective":[37],"offloading":[39,59,90,98,135,198],"algorithms":[40,60],"provide":[41],"optimal":[42],"equitable":[44],"decisions":[45],"based":[46,79,163],"on":[47,80,164,185],"objectives":[48],"such":[49],"as":[50],"latency":[52],"system":[54],"overhead;":[55],"however,":[56],"current":[57],"for":[61,116],"face":[63],"challenges":[64,87],"in":[65,91,142],"adapting":[66],"to":[67,84,126,179],"complex":[68],"dynamic":[70],"road":[71],"environments.":[72],"This":[73,109],"paper":[74],"proposes":[75],"task-offloading":[77,114,193],"algorithm":[78,115,139,174,194],"deep":[81],"reinforcement":[82,172],"learning":[83,173],"address":[85],"edge":[93],"computing.":[94],"During":[95],"process,":[99],"privacy":[101,124,146],"data":[105],"may":[106],"be":[107],"compromised.":[108],"study":[110,153],"introduces":[111,140],"novel":[113],"that":[121,167,188],"employs":[122],"differential":[123,170,191],"principles":[125],"safeguard":[127],"confidentiality":[129],"during":[133,148],"process.":[136,151],"The":[137,152],"proposed":[138,169,190],"noise":[141],"accordance":[143],"with":[144],"budget":[147],"training":[150],"provides":[154],"theoretical":[156],"analysis":[157],"privacy,":[159],"experimental":[161],"results":[162],"Attari":[165],"demonstrate":[166,187],"privacy-based":[171,192],"exhibits":[175],"superior":[176],"convergence":[177],"compared":[178],"existing":[180],"algorithms.":[181],"Veins-based":[182],"simulation":[183],"experiments":[184],"can":[195],"achieve":[196],"practical":[197],"while":[199],"preserving":[200],"privacy.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-02-24T08:05:00.420983","created_date":"2025-10-10T00:00:00"}
