{"id":"https://openalex.org/W7154583010","doi":"https://doi.org/10.1155/int/8810907","title":"Trustworthy Distributed Load Forecasting in Resource\u2010Limited Smart Grids and Buildings via Random Layer Aggregation","display_name":"Trustworthy Distributed Load Forecasting in Resource\u2010Limited Smart Grids and Buildings via Random Layer Aggregation","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7154583010","doi":"https://doi.org/10.1155/int/8810907"},"language":"en","primary_location":{"id":"doi:10.1155/int/8810907","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/8810907","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1155/int/8810907","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065342243","display_name":"Habib Ullah Manzoor","orcid":"https://orcid.org/0000-0003-0192-7353"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Habib Ullah Manzoor","raw_affiliation_strings":["James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk"],"raw_orcid":"https://orcid.org/0000-0003-0192-7353","affiliations":[{"raw_affiliation_string":"James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133784094","display_name":"Attia Shabbir","orcid":null},"institutions":[{"id":"https://openalex.org/I5400463","display_name":"Ghulam Ishaq Khan Institute of Engineering Sciences and Technology","ror":"https://ror.org/01sb6ek09","country_code":"PK","type":"education","lineage":["https://openalex.org/I5400463"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Attia Shabbir","raw_affiliation_strings":["Ghulam Ishaq Khan Institute ,  Khyber Pakhtunkhwa ,  Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ghulam Ishaq Khan Institute ,  Khyber Pakhtunkhwa ,  Pakistan","institution_ids":["https://openalex.org/I5400463"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032208396","display_name":"Rao Naveed Bin Rais","orcid":"https://orcid.org/0000-0003-0855-9864"},"institutions":[{"id":"https://openalex.org/I182000528","display_name":"Ajman University","ror":"https://ror.org/01j1rma10","country_code":"AE","type":"education","lineage":["https://openalex.org/I182000528"]},{"id":"https://openalex.org/I2799651553","display_name":"City University Ajman","ror":"https://ror.org/00zb4qh40","country_code":"AE","type":"education","lineage":["https://openalex.org/I2799651553"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Rao Naveed Bin Rais","raw_affiliation_strings":["Artificial Intelligence Research Centre (AIRC) ,  Ajman University ,  Ajman ,  UAE ,  ajman.ac.ae"],"raw_orcid":"https://orcid.org/0000-0003-0855-9864","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Centre (AIRC) ,  Ajman University ,  Ajman ,  UAE ,  ajman.ac.ae","institution_ids":["https://openalex.org/I182000528","https://openalex.org/I2799651553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025757700","display_name":"Sajjad Hussain","orcid":"https://orcid.org/0000-0003-1802-9728"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sajjad Hussain","raw_affiliation_strings":["James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk"],"raw_orcid":"https://orcid.org/0000-0003-1802-9728","affiliations":[{"raw_affiliation_string":"James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk","institution_ids":["https://openalex.org/I7882870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089174765","display_name":"Ahmed Zoha","orcid":"https://orcid.org/0000-0001-7497-9336"},"institutions":[{"id":"https://openalex.org/I7882870","display_name":"University of Glasgow","ror":"https://ror.org/00vtgdb53","country_code":"GB","type":"education","lineage":["https://openalex.org/I7882870"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Ahmed Zoha","raw_affiliation_strings":["James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk"],"raw_orcid":"https://orcid.org/0000-0001-7497-9336","affiliations":[{"raw_affiliation_string":"James Watt School of Engineering ,  University of Glasgow ,  Glasgow ,  UK ,  gla.ac.uk","institution_ids":["https://openalex.org/I7882870"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5089174765"],"corresponding_institution_ids":["https://openalex.org/I7882870"],"apc_list":{"value":2700,"currency":"USD","value_usd":2700},"apc_paid":{"value":2700,"currency":"USD","value_usd":2700},"fwci":3.7692,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.93459996,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"2026","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.5961999893188477,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.5961999893188477,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.24079999327659607,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.02669999934732914,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6930999755859375},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6535999774932861},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.6460000276565552},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.4927000105381012},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4805999994277954},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4787999987602234},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4747999906539917},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.46650001406669617},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.46399998664855957},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.44909998774528503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115000128746033},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6930999755859375},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6535999774932861},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.6460000276565552},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.4927000105381012},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48820000886917114},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4805999994277954},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4787999987602234},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4747999906539917},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.46650001406669617},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.46399998664855957},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.44909998774528503},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.3995000123977661},{"id":"https://openalex.org/C19247436","wikidata":"https://www.wikidata.org/wiki/Q192727","display_name":"Physical layer","level":3,"score":0.38609999418258667},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3776000142097473},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.3684999942779541},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.3614000082015991},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3529999852180481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3465999960899353},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3411000072956085},{"id":"https://openalex.org/C190793597","wikidata":"https://www.wikidata.org/wiki/Q189768","display_name":"Application layer","level":3,"score":0.33739998936653137},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3361999988555908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3244999945163727},{"id":"https://openalex.org/C117468950","wikidata":"https://www.wikidata.org/wiki/Q208074","display_name":"Network layer","level":3,"score":0.3100999891757965},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.30820000171661377},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.29910001158714294},{"id":"https://openalex.org/C65856478","wikidata":"https://www.wikidata.org/wiki/Q3991682","display_name":"Attack model","level":2,"score":0.29660001397132874},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.2944999933242798},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2888000011444092},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.2687000036239624},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C2985438705","wikidata":"https://www.wikidata.org/wiki/Q743004","display_name":"Aero engine","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.257099986076355},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.2556999921798706}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/int/8810907","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/8810907","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.gla.ac.uk:369926","is_oa":true,"landing_page_url":"https://eprints.gla.ac.uk/view/author/63854.html>","pdf_url":"https://eprints.gla.ac.uk/369926/1/369926.pdf","source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Articles"}],"best_oa_location":{"id":"doi:10.1155/int/8810907","is_oa":true,"landing_page_url":"https://doi.org/10.1155/int/8810907","pdf_url":null,"source":{"id":"https://openalex.org/S57950554","display_name":"International Journal of Intelligent Systems","issn_l":"0884-8173","issn":["0884-8173","1098-111X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1805656600","display_name":null,"funder_award_id":"2024-IRG-ENIT-31","funder_id":"https://openalex.org/F4320330328","funder_display_name":"Ajman University"}],"funders":[{"id":"https://openalex.org/F4320330328","display_name":"Ajman University","ror":"https://ror.org/01j1rma10"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W2077217970","https://openalex.org/W2095595785","https://openalex.org/W2102714612","https://openalex.org/W2159024459","https://openalex.org/W2248469562","https://openalex.org/W2522240413","https://openalex.org/W2559840118","https://openalex.org/W2783430431","https://openalex.org/W2783538964","https://openalex.org/W2792531619","https://openalex.org/W2795435272","https://openalex.org/W2808128431","https://openalex.org/W2808168148","https://openalex.org/W2891461321","https://openalex.org/W2921968294","https://openalex.org/W2930926105","https://openalex.org/W2964155733","https://openalex.org/W2964233199","https://openalex.org/W2978348882","https://openalex.org/W3016632787","https://openalex.org/W3036791758","https://openalex.org/W3041582919","https://openalex.org/W3048360268","https://openalex.org/W3082371827","https://openalex.org/W3090912412","https://openalex.org/W3091075746","https://openalex.org/W3091170309","https://openalex.org/W3096325357","https://openalex.org/W3100601320","https://openalex.org/W3118780471","https://openalex.org/W3133830739","https://openalex.org/W3153509644","https://openalex.org/W3162353295","https://openalex.org/W3171358385","https://openalex.org/W3174092725","https://openalex.org/W3175919946","https://openalex.org/W3179327475","https://openalex.org/W3185987447","https://openalex.org/W3204946808","https://openalex.org/W3205368495","https://openalex.org/W3211338353","https://openalex.org/W4213446860","https://openalex.org/W4221129260","https://openalex.org/W4224068037","https://openalex.org/W4224227775","https://openalex.org/W4226047321","https://openalex.org/W4282824678","https://openalex.org/W4285036532","https://openalex.org/W4288057793","https://openalex.org/W4295308572","https://openalex.org/W4311457580","https://openalex.org/W4315629691","https://openalex.org/W4316661233","https://openalex.org/W4320717670","https://openalex.org/W4323256870","https://openalex.org/W4361277822","https://openalex.org/W4385851145","https://openalex.org/W4386156801","https://openalex.org/W4387544288","https://openalex.org/W4391095527","https://openalex.org/W4393186249","https://openalex.org/W4394874608","https://openalex.org/W4396572444","https://openalex.org/W4399118880","https://openalex.org/W4401863680","https://openalex.org/W4402754051","https://openalex.org/W4403429393","https://openalex.org/W4406932573","https://openalex.org/W4410070575","https://openalex.org/W4410358690","https://openalex.org/W4411078591"],"related_works":[],"abstract_inverted_index":{"Federated":[0],"learning":[1,26],"(FL)":[2],"is":[3],"a":[4,62,176],"privacy\u2010preserving":[5],"method":[6],"for":[7,179],"short\u2010term":[8],"load":[9],"forecasting":[10,128],"in":[11,182],"energy":[12,184],"networks.":[13,185],"However,":[14],"current":[15],"defense":[16],"mechanisms":[17],"against":[18],"adversarial":[19,86,160],"attacks":[20],"often":[21],"depend":[22],"on":[23],"supplementary":[24],"machine":[25],"frameworks,":[27],"such":[28,45,147],"as":[29,46,148],"anomaly":[30],"detection":[31],"models":[32],"or":[33],"Byzantine\u2010robust":[34],"aggregators.":[35],"These":[36],"frameworks":[37,146],"add":[38],"significant":[39],"computational":[40],"overhead,":[41],"straining":[42],"edge":[43],"devices":[44],"smart":[47],"meters":[48],"and":[49,141,171],"IoT":[50],"systems":[51],"with":[52],"limited":[53],"processing":[54],"power.":[55],"To":[56],"solve":[57],"this":[58],"issue,":[59],"we":[60],"propose":[61],"new":[63],"defense\u2010free":[64],"framework":[65],"called":[66],"federated":[67],"random":[68],"layer":[69,80],"aggregation":[70,100],"(FedRLA).":[71],"By":[72],"aggregating":[73],"only":[74],"one":[75],"randomly":[76],"chosen":[77],"neural":[78],"network":[79],"per":[81],"communication":[82,156],"round,":[83],"FedRLA":[84,105,135],"limits":[85],"influence":[87],"to":[88,98,133],"isolated":[89],"layers.":[90],"This":[91],"reduces":[92,127],"attack":[93],"surfaces":[94],"by":[95,109,130],"66%":[96],"compared":[97,132],"full\u2010model":[99],"(FedAvg).":[101],"Using":[102],"8\u2010bit":[103],"quantization,":[104],"cuts":[106],"data":[107],"transmission":[108],"92.97%":[110],"without":[111],"accuracy":[112],"loss":[113],"(MAE:":[114],"0.08":[115],"kWh":[116,165],"vs.":[117],"FedAvg\u2019s":[118],"0.076":[119],"kWh).":[120],"Under":[121],"four":[122],"model":[123],"poisoning":[124],"attacks,":[125],"it":[126],"errors":[129],"19%\u201335%":[131],"FedAvg.":[134],"also":[136],"uses":[137],"24%":[138],"less":[139,143],"CPU":[140],"13%":[142],"memory":[144],"than":[145],"FedProx,":[149],"while":[150],"training":[151],"58%":[152],"faster.":[153],"It":[154],"combines":[155],"efficiency":[157],"(0.195":[158],"MB/round),":[159],"robustness":[161],"(MAE":[162],"\u2264":[163],"0.11":[164],"under":[166],"\u03f5":[167],"=":[168],"0.2":[169],"DP),":[170],"low":[172],"resource":[173],"consumption,":[174],"offering":[175],"scalable":[177],"solution":[178],"secure":[180],"FL":[181],"resource\u2010constrained":[183]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-04-17T00:00:00"}
