{"id":"https://openalex.org/W2937289337","doi":"https://doi.org/10.1109/ccis.2018.8691154","title":"Research on Differential Private Streaming Histogram Publication Algorithm","display_name":"Research on Differential Private Streaming Histogram Publication Algorithm","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2937289337","doi":"https://doi.org/10.1109/ccis.2018.8691154","mag":"2937289337"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2018.8691154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5083718146","display_name":"Yingle Li","orcid":"https://orcid.org/0000-0002-4698-8208"},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingle Li","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi\u2019an 710119, China","School of Computer Science, Shaanxi Normal University, Xi'an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi'an 710119, China","institution_ids":["https://openalex.org/I88830068"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100733000","display_name":"Shuyu Li","orcid":null},"institutions":[{"id":"https://openalex.org/I88830068","display_name":"Shaanxi Normal University","ror":"https://ror.org/0170z8493","country_code":"CN","type":"education","lineage":["https://openalex.org/I88830068"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Li","raw_affiliation_strings":["School of Computer Science, Shaanxi Normal University, Xi\u2019an 710119, China","School of Computer Science, Shaanxi Normal University, Xi'an 710119, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi\u2019an 710119, China","institution_ids":["https://openalex.org/I88830068"]},{"raw_affiliation_string":"School of Computer Science, Shaanxi Normal University, Xi'an 710119, China","institution_ids":["https://openalex.org/I88830068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I88830068"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"598","last_page":"603"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.996399998664856,"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":0.991100013256073,"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/differential-privacy","display_name":"Differential privacy","score":0.905419647693634},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.7782876491546631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7466111183166504},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.6894334554672241},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6221206188201904},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.6043530702590942},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5137139558792114},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5131691098213196},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5115707516670227},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4917140305042267},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.475579172372818},{"id":"https://openalex.org/keywords/streaming-algorithm","display_name":"Streaming algorithm","score":0.43987494707107544},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.4199766516685486},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3823934495449066},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.27631908655166626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26720139384269714},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13887766003608704},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12440192699432373},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08663696050643921},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08601859211921692}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.905419647693634},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.7782876491546631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7466111183166504},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.6894334554672241},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6221206188201904},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6043530702590942},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5137139558792114},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5131691098213196},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5115707516670227},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4917140305042267},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.475579172372818},{"id":"https://openalex.org/C187166803","wikidata":"https://www.wikidata.org/wiki/Q2835831","display_name":"Streaming algorithm","level":3,"score":0.43987494707107544},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.4199766516685486},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3823934495449066},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.27631908655166626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26720139384269714},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13887766003608704},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12440192699432373},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08663696050643921},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08601859211921692},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2018.8691154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2018.8691154","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 5th IEEE International Conference on Cloud Computing and Intelligence Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W889496518","https://openalex.org/W1981932091","https://openalex.org/W1997281913","https://openalex.org/W1999119356","https://openalex.org/W2009611335","https://openalex.org/W2057576485","https://openalex.org/W2127076209","https://openalex.org/W2131628270","https://openalex.org/W2249233550","https://openalex.org/W2435174210"],"related_works":["https://openalex.org/W1970978220","https://openalex.org/W2057403849","https://openalex.org/W2365282734","https://openalex.org/W4206945301","https://openalex.org/W2167004500","https://openalex.org/W2993362366","https://openalex.org/W2112213523","https://openalex.org/W3015945207","https://openalex.org/W4281390594","https://openalex.org/W2065610969"],"abstract_inverted_index":{"In":[0],"view":[1],"of":[2,8,28,54,76,82,87,98],"the":[3,24,29,39,60,64,69,74,77,103],"memory":[4,93],"limitation":[5],"and":[6,33,45,72,107],"irreversibility":[7],"data":[9,18],"stream,":[10],"a":[11],"differential":[12,30],"private":[13],"histogram":[14],"publication":[15,70],"algorithm":[16,61,104],"for":[17,57],"stream":[19],"(ASDP-HPA)":[20],"is":[21,105],"proposed":[22],"in":[23],"paper,":[25],"which":[26],"accounts":[27],"privacy":[31,66,99],"model":[32,44],"adaptive":[34],"sampling":[35],"method,":[36],"combined":[37],"with":[38,51,109],"autoregressive":[40],"integrated":[41],"moving":[42],"average":[43],"dynamical":[46,88],"sliding":[47,89],"window":[48,90],"technique.":[49],"Compared":[50],"traditional":[52],"method":[53],"noise":[55],"injection":[56],"input":[58],"dataset,":[59],"effectively":[62],"saves":[63],"overall":[65],"budget,":[67],"reduces":[68],"error":[71],"improves":[73],"usability":[75],"streaming":[78],"histogram.":[79],"The":[80],"results":[81],"experiment":[83],"show":[84],"that":[85,102],"adoption":[86],"gains":[91],"higher":[92,110],"utilization.":[94],"And":[95],"various":[96],"selection":[97],"budgets":[100],"validates":[101],"effective":[106],"feasible":[108],"accuracy.":[111]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}