{"id":"https://openalex.org/W3083196468","doi":"https://doi.org/10.1145/3404192","title":"DAML","display_name":"DAML","publication_year":2020,"publication_date":"2020-09-05","ids":{"openalex":"https://openalex.org/W3083196468","doi":"https://doi.org/10.1145/3404192","mag":"3083196468"},"language":"en","primary_location":{"id":"doi:10.1145/3404192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404192","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","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/A5012322362","display_name":"Ping Zhao","orcid":"https://orcid.org/0000-0003-0907-9926"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ping Zhao","raw_affiliation_strings":["Donghua University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046218129","display_name":"Jiaxin Sun","orcid":"https://orcid.org/0000-0003-4171-0589"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Sun","raw_affiliation_strings":["Donghua University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014686940","display_name":"Guanglin Zhang","orcid":"https://orcid.org/0000-0003-4095-6843"},"institutions":[{"id":"https://openalex.org/I181326427","display_name":"Donghua University","ror":"https://ror.org/035psfh38","country_code":"CN","type":"education","lineage":["https://openalex.org/I181326427"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guanglin Zhang","raw_affiliation_strings":["Donghua University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Donghua University, Shanghai, China","institution_ids":["https://openalex.org/I181326427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012322362"],"corresponding_institution_ids":["https://openalex.org/I181326427"],"apc_list":null,"apc_paid":null,"fwci":0.3977,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68765186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"16","issue":"4","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9995999932289124,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/news-aggregator","display_name":"News aggregator","score":0.9072225093841553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8674626350402832},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.7886680364608765},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.6249513626098633},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5744441747665405},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.525908350944519},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4566253423690796},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4366159439086914},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.42207539081573486},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39470234513282776},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.2346896529197693},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0753643810749054}],"concepts":[{"id":"https://openalex.org/C180505990","wikidata":"https://www.wikidata.org/wiki/Q498267","display_name":"News aggregator","level":2,"score":0.9072225093841553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8674626350402832},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.7886680364608765},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.6249513626098633},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5744441747665405},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.525908350944519},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4566253423690796},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4366159439086914},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.42207539081573486},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39470234513282776},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.2346896529197693},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0753643810749054},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3404192","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3404192","pdf_url":null,"source":{"id":"https://openalex.org/S170502224","display_name":"ACM Transactions on Sensor Networks","issn_l":"1550-4859","issn":["1550-4859","1550-4867"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Sensor Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G32411301","display_name":null,"funder_award_id":"2232019D3-51 and 2232020A-12","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3891683492","display_name":null,"funder_award_id":"61902060 and 61772130","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G613573929","display_name":null,"funder_award_id":"19QA1400300","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1519947574","https://openalex.org/W1952161176","https://openalex.org/W1952958290","https://openalex.org/W1970606468","https://openalex.org/W1996573126","https://openalex.org/W2014707660","https://openalex.org/W2033974828","https://openalex.org/W2052052388","https://openalex.org/W2114434656","https://openalex.org/W2141420453","https://openalex.org/W2156962537","https://openalex.org/W2170918595","https://openalex.org/W2232997092","https://openalex.org/W2336650964","https://openalex.org/W2337072530","https://openalex.org/W2517028219","https://openalex.org/W2525846285","https://openalex.org/W2536058570","https://openalex.org/W2538520193","https://openalex.org/W2561675875","https://openalex.org/W2605675918","https://openalex.org/W2733578733","https://openalex.org/W2767079719","https://openalex.org/W2779005258","https://openalex.org/W2789659149","https://openalex.org/W2884167185","https://openalex.org/W2884777714","https://openalex.org/W2884971059","https://openalex.org/W2898040395","https://openalex.org/W2900934586","https://openalex.org/W2902144422","https://openalex.org/W2905060097","https://openalex.org/W2909007847","https://openalex.org/W2909076839","https://openalex.org/W2910444078","https://openalex.org/W2911233567","https://openalex.org/W2914573678","https://openalex.org/W2919115771","https://openalex.org/W2924254303","https://openalex.org/W2939009167","https://openalex.org/W2940632674","https://openalex.org/W2964225135","https://openalex.org/W2975069432","https://openalex.org/W3031847131","https://openalex.org/W4231084224"],"related_works":["https://openalex.org/W3036238356","https://openalex.org/W2767445978","https://openalex.org/W2603387358","https://openalex.org/W2570892890","https://openalex.org/W1592978631","https://openalex.org/W4255106211","https://openalex.org/W2766329713","https://openalex.org/W2120644424","https://openalex.org/W2290626493","https://openalex.org/W3082121784"],"abstract_inverted_index":{"Data":[0],"aggregation":[1,96,165,195],"based":[2,97,166],"on":[3,21,93,98,167],"machine":[4],"learning":[5],"(ML),":[6],"in":[7,100,163],"mobile":[8],"edge":[9],"computing,":[10],"allows":[11],"participants":[12,67,106,124,132],"to":[13,30,41,84,112,149,173],"send":[14,108],"ephemeral":[15],"parameter":[16,47,110,116,188],"updates":[17,48,111,117,189],"of":[18,26,152],"local":[19],"ML":[20,99],"their":[22],"private":[23,44,55],"data":[24,29,95,164,194,205],"instead":[25],"the":[27,31,38,54,75,94,114,120,134,150,156],"exact":[28],"untrusted":[32,39,135],"aggregator.":[33,121,136],"However,":[34],"it":[35,81],"still":[36],"enables":[37],"aggregator":[40],"reconstruct":[42],"participants\u2019":[43,161,175,187,204],"data,":[45],"although":[46],"contain":[49],"significantly":[50],"less":[51],"information":[52],"than":[53],"data.":[56],"Existing":[57],"work":[58],"either":[59],"incurs":[60],"extremely":[61],"high":[62],"overhead":[63],"or":[64,133],"ignores":[65],"malicious":[66,105,123],"dropping":[68],"out.":[69],"The":[70,169],"latest":[71],"research":[72],"deals":[73],"with":[74,77,130,207],"dropouts":[76],"desirable":[78],"cost,":[79],"but":[80],"is":[82,155,172],"vulnerable":[83],"malformed":[85,109],"message":[86],"attacks.":[87],"To":[88],"this":[89],"end,":[90],"we":[91,141],"focus":[92],"a":[101,139,143,179,192],"practical":[102],"setting":[103],"where":[104],"may":[107,125],"perturb":[113],"total":[115],"learned":[118],"by":[119],"Moreover,":[122],"drop":[126],"out":[127],"and":[128,184],"collude":[129],"other":[131],"In":[137],"such":[138],"scenario,":[140],"propose":[142],"scheme":[144],"named":[145],"DAML":[146,201],",":[147],"which":[148],"best":[151],"our":[153],"knowledge":[154],"first":[157],"attempt":[158],"toward":[159],"verifying":[160],"submissions":[162,176],"ML.":[168],"main":[170],"idea":[171],"validate":[174],"via":[177],"SSVP,":[178],"novel":[180],"secret-shared":[181],"verification":[182],"protocol,":[183],"then":[185],"aggregate":[186],"using":[190],"SDA,":[191],"secure":[193],"protocol.":[196],"Simulation":[197],"results":[198],"demonstrate":[199],"that":[200],"can":[202],"protect":[203],"privacy":[206],"preferable":[208],"overhead.":[209]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-09-11T00:00:00"}