{"id":"https://openalex.org/W4396680708","doi":"https://doi.org/10.1109/tmc.2024.3396860","title":"Energy-Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks","display_name":"Energy-Efficient Resource Allocation in Generative AI-Aided Secure Semantic Mobile Networks","publication_year":2024,"publication_date":"2024-05-06","ids":{"openalex":"https://openalex.org/W4396680708","doi":"https://doi.org/10.1109/tmc.2024.3396860"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2024.3396860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3396860","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","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/A5100645737","display_name":"Jie Zheng","orcid":"https://orcid.org/0000-0002-4035-8520"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Zheng","raw_affiliation_strings":["State-Province Joint Engineering and Research Center of Advanced Networking and Intelligent Information Services, School of Information Science and Technology, Northwest University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-4035-8520","affiliations":[{"raw_affiliation_string":"State-Province Joint Engineering and Research Center of Advanced Networking and Intelligent Information Services, School of Information Science and Technology, Northwest University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029224995","display_name":"Baoxia Du","orcid":"https://orcid.org/0009-0009-8769-6074"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]},{"id":"https://openalex.org/I4210141933","display_name":"Jilin Agricultural Science and Technology University","ror":"https://ror.org/04w5zb891","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210141933"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoxia Du","raw_affiliation_strings":["School of Electrical and Information Engineering, JiLin Agricultural Science and Technology University, Jilin, China","School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China"],"raw_orcid":"https://orcid.org/0009-0009-8769-6074","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, JiLin Agricultural Science and Technology University, Jilin, China","institution_ids":["https://openalex.org/I4210141933"]},{"raw_affiliation_string":"School of Information and Control Engineering, Jilin Institute of Chemical Technology, Jilin, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068782412","display_name":"Hongyang Du","orcid":"https://orcid.org/0000-0002-8220-6525"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hongyang Du","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-8220-6525","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062761975","display_name":"Jiawen Kang","orcid":"https://orcid.org/0000-0002-8218-3490"},"institutions":[{"id":"https://openalex.org/I139024713","display_name":"Guangdong University of Technology","ror":"https://ror.org/04azbjn80","country_code":"CN","type":"education","lineage":["https://openalex.org/I139024713"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawen Kang","raw_affiliation_strings":["Automation of School, Guangdong University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8218-3490","affiliations":[{"raw_affiliation_string":"Automation of School, Guangdong University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I139024713"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266202","display_name":"Dusit Niyato","orcid":"https://orcid.org/0000-0002-7442-7416"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dusit Niyato","raw_affiliation_strings":["School of Computer Science and Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-7442-7416","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100458455","display_name":"Haijun Zhang","orcid":"https://orcid.org/0000-0002-0236-6482"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijun Zhang","raw_affiliation_strings":["Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0236-6482","affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100645737"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":null,"apc_paid":null,"fwci":7.6361,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.9768636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"23","issue":"12","first_page":"11422","last_page":"11435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9369000196456909,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9369000196456909,"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":0.8764766454696655},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5025403499603271},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.46837860345840454},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.4659159481525421},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.44820597767829895},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43522441387176514},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.41487640142440796},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.37729036808013916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25135546922683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8764766454696655},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5025403499603271},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.46837860345840454},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.4659159481525421},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.44820597767829895},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43522441387176514},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.41487640142440796},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.37729036808013916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25135546922683716},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmc.2024.3396860","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2024.3396860","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:hub.hku.hk:10722/353180","is_oa":false,"landing_page_url":"https://hub.hku.hk/handle/10722/353180","pdf_url":null,"source":{"id":"https://openalex.org/S4377196271","display_name":"The HKU Scholars Hub (University of Hong Kong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I889458895","host_organization_name":"University of Hong Kong","host_organization_lineage":["https://openalex.org/I889458895"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7300000190734863}],"awards":[{"id":"https://openalex.org/G6861071689","display_name":null,"funder_award_id":"62072362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8630705629","display_name":null,"funder_award_id":"62072373","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325256","display_name":"Info-communications Media Development Authority","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W1673923490","https://openalex.org/W1945616565","https://openalex.org/W2543927648","https://openalex.org/W2605945764","https://openalex.org/W2607219512","https://openalex.org/W2736601468","https://openalex.org/W2781726626","https://openalex.org/W2794590848","https://openalex.org/W2909303050","https://openalex.org/W2932026309","https://openalex.org/W2941115478","https://openalex.org/W2948427854","https://openalex.org/W2962700793","https://openalex.org/W2963920068","https://openalex.org/W2964097310","https://openalex.org/W2964175514","https://openalex.org/W2981495453","https://openalex.org/W2982767129","https://openalex.org/W3036167779","https://openalex.org/W3036851434","https://openalex.org/W3188554269","https://openalex.org/W3191453585","https://openalex.org/W3192880923","https://openalex.org/W3202895480","https://openalex.org/W4205908863","https://openalex.org/W4206175303","https://openalex.org/W4206448830","https://openalex.org/W4224275454","https://openalex.org/W4226000809","https://openalex.org/W4281630895","https://openalex.org/W4281690218","https://openalex.org/W4293846201","https://openalex.org/W4294294715","https://openalex.org/W4297649270","https://openalex.org/W4297833329","https://openalex.org/W4310398819","https://openalex.org/W4312283169","https://openalex.org/W4312766166","https://openalex.org/W4312995842","https://openalex.org/W4313449066","https://openalex.org/W4317464251","https://openalex.org/W4317547480","https://openalex.org/W4319878693","https://openalex.org/W4376455107","https://openalex.org/W4379033752","https://openalex.org/W4381735906","https://openalex.org/W4384129865","https://openalex.org/W4384156403","https://openalex.org/W4384158405","https://openalex.org/W4385569494","https://openalex.org/W4387869742","https://openalex.org/W4388873099","https://openalex.org/W4388890922","https://openalex.org/W4390872669","https://openalex.org/W4390873752","https://openalex.org/W4391019625","https://openalex.org/W4396817538","https://openalex.org/W4401070271","https://openalex.org/W6637162671","https://openalex.org/W6640425456","https://openalex.org/W6677067356","https://openalex.org/W6685800298","https://openalex.org/W6736207377","https://openalex.org/W6739868092","https://openalex.org/W6741002519","https://openalex.org/W6746402973","https://openalex.org/W6747220948","https://openalex.org/W6747473740","https://openalex.org/W6748475379","https://openalex.org/W6748910875","https://openalex.org/W6749270609","https://openalex.org/W6749733599","https://openalex.org/W6753468839","https://openalex.org/W6755636717","https://openalex.org/W6757875967","https://openalex.org/W6761258188","https://openalex.org/W6765972432","https://openalex.org/W6767241638","https://openalex.org/W6769581535","https://openalex.org/W6772048929","https://openalex.org/W6772461460","https://openalex.org/W6774469542","https://openalex.org/W6779823529","https://openalex.org/W6786507903","https://openalex.org/W6804703708","https://openalex.org/W6809628761","https://openalex.org/W6838695150","https://openalex.org/W6838815585","https://openalex.org/W6838931670","https://openalex.org/W6840314289","https://openalex.org/W6843005194","https://openalex.org/W6843358153","https://openalex.org/W6843875194","https://openalex.org/W6845315104","https://openalex.org/W6846186717","https://openalex.org/W6846598164","https://openalex.org/W6847068945","https://openalex.org/W6848415938","https://openalex.org/W6848588037","https://openalex.org/W6852887143","https://openalex.org/W6858803154"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W2386000789"],"abstract_inverted_index":{"The":[0,152],"integration":[1],"of":[2,7,15,52,69,77,133,194,218],"semantic":[3,47],"communication":[4,82],"with":[5,19,123],"Internet":[6],"Things":[8],"(IoT)":[9],"technologies":[10],"has":[11],"advanced":[12],"the":[13,40,50,75,112,192,216],"development":[14],"Semantic":[16],"IoT":[17],"(SIoT),":[18],"edge":[20],"mobile":[21,164],"networks":[22],"playing":[23],"an":[24],"increasingly":[25],"vital":[26],"role.":[27],"This":[28,72],"paper":[29],"presents":[30],"a":[31,103,131,146,206],"framework":[32],"for":[33],"SIoT-based":[34],"image":[35,97,158,182,219],"retrieval":[36],"services,":[37],"focusing":[38],"on":[39],"application":[41],"in":[42,49,99,143,160,196,205,229],"automotive":[43,61],"market":[44],"analysis.":[45],"Here,":[46],"information":[48],"form":[51],"textual":[53],"representations":[54],"is":[55],"transmitted":[56],"to":[57,138,156,171,223],"users,":[58],"such":[59],"as":[60,65],"companies,":[62],"and":[63,85,101,135,179,184],"stored":[64],"knowledge":[66],"graphs,":[67],"instead":[68],"raw":[70],"imagery.":[71],"approach":[73],"reduces":[74],"amount":[76],"data":[78],"transmitted,":[79],"thereby":[80],"lowering":[81],"resource":[83,166,173],"usage,":[84],"ensures":[86],"user":[87],"privacy.":[88],"We":[89],"explore":[90],"potential":[91],"adversarial":[92,121,126,140,201],"attacks":[93],"that":[94,119],"could":[95],"disrupt":[96],"transmission":[98,159,183],"SIoT":[100],"propose":[102],"defense":[104,150,154,209],"mechanism":[105],"utilizing":[106],"Generative":[107,113],"Artificial":[108],"Intelligence":[109],"(GAI),":[110],"specifically":[111,124],"Diffusion":[114],"Models":[115],"(GDMs).":[116],"Unlike":[117],"methods":[118],"necessitate":[120],"training":[122],"crafted":[125],"example":[127],"samples,":[128],"GDMs":[129],"adopt":[130],"strategy":[132],"adding":[134],"removing":[136],"noise":[137],"negate":[139],"perturbations":[141],"embedded":[142],"images,":[144],"offering":[145],"more":[147],"universally":[148],"applicable":[149],"strategy.":[151],"GDM-based":[153,208],"aims":[155],"protect":[157],"SIoT.":[161],"Furthermore,":[162],"considering":[163],"devices'":[165],"constraints,":[167],"we":[168],"employ":[169],"GDM":[170,195],"devise":[172],"allocation":[174],"strategies,":[175],"optimizing":[176],"energy":[177,186,198,211],"use":[178],"balancing":[180],"between":[181],"defense-related":[185],"consumption.":[187],"Our":[188],"numerical":[189],"analysis":[190],"reveals":[191],"efficacy":[193],"reducing":[197],"consumption":[199,212],"during":[200],"attacks.":[202],"For":[203],"instance,":[204],"scenario,":[207],"lowers":[210],"by":[213],"5.64%,":[214],"decreasing":[215],"number":[217],"retransmissions":[220],"from":[221],"18":[222],"6,":[224],"thus":[225],"underscoring":[226],"GDM's":[227],"role":[228],"bolstering":[230],"network":[231],"security.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
