{"id":"https://openalex.org/W2553455317","doi":"https://doi.org/10.1109/tsg.2016.2630803","title":"Error-Resilient Masking Approaches for Privacy Preserving Data Aggregation","display_name":"Error-Resilient Masking Approaches for Privacy Preserving Data Aggregation","publication_year":2016,"publication_date":"2016-11-18","ids":{"openalex":"https://openalex.org/W2553455317","doi":"https://doi.org/10.1109/tsg.2016.2630803","mag":"2553455317"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2016.2630803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2630803","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","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/A5066133743","display_name":"Fabian Knirsch","orcid":"https://orcid.org/0000-0002-6346-5759"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Fabian Knirsch","raw_affiliation_strings":["Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria"],"raw_orcid":"https://orcid.org/0000-0002-6346-5759","affiliations":[{"raw_affiliation_string":"Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008679520","display_name":"G\u00fcnther Eibl","orcid":"https://orcid.org/0000-0001-9570-5246"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Gunther Eibl","raw_affiliation_strings":["Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069538687","display_name":"Dominik Engel","orcid":"https://orcid.org/0000-0002-0946-2426"},"institutions":[{"id":"https://openalex.org/I4210087982","display_name":"Fachhochschule Salzburg","ror":"https://ror.org/0072dxg89","country_code":"AT","type":"education","lineage":["https://openalex.org/I4210087982"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Dominik Engel","raw_affiliation_strings":["Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Josef Ressel Center for User-Centric Smart Grid Privacy, Security and Control, Salzburg University of Applied Sciences, Puch/Salzburg, Austria","institution_ids":["https://openalex.org/I4210087982"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5066133743"],"corresponding_institution_ids":["https://openalex.org/I4210087982"],"apc_list":null,"apc_paid":null,"fwci":5.6689,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.96175884,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"9","issue":"4","first_page":"3351","last_page":"3361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9998000264167786,"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":0.9998000264167786,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8155982494354248},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.6403518915176392},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.631738543510437},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6018099784851074},{"id":"https://openalex.org/keywords/masking","display_name":"Masking (illustration)","score":0.5607389211654663},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5549757480621338},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5516635775566101},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5509862899780273},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.542485773563385},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4880744218826294},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.47655490040779114},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37237659096717834},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.27720004320144653},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.17658394575119019}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8155982494354248},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.6403518915176392},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.631738543510437},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6018099784851074},{"id":"https://openalex.org/C2777402240","wikidata":"https://www.wikidata.org/wiki/Q6783436","display_name":"Masking (illustration)","level":2,"score":0.5607389211654663},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5549757480621338},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5516635775566101},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5509862899780273},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.542485773563385},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4880744218826294},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.47655490040779114},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37237659096717834},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.27720004320144653},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.17658394575119019},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2016.2630803","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2016.2630803","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"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 Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320311813","display_name":"\u00d6sterreichische Nationalstiftung f\u00fcr Forschung, Technologie und Entwicklung","ror":"https://ror.org/04hb33h70"},{"id":"https://openalex.org/F4320323345","display_name":"Universit\u00e4t Salzburg","ror":"https://ror.org/05gs8cd61"},{"id":"https://openalex.org/F4320329768","display_name":"Salzburger Landesregierung","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W14398808","https://openalex.org/W1546167911","https://openalex.org/W1600910872","https://openalex.org/W1660562555","https://openalex.org/W1666539389","https://openalex.org/W1925603120","https://openalex.org/W1952161176","https://openalex.org/W1966034442","https://openalex.org/W1975153313","https://openalex.org/W1977193978","https://openalex.org/W2000239500","https://openalex.org/W2005991198","https://openalex.org/W2024904339","https://openalex.org/W2027423568","https://openalex.org/W2046998492","https://openalex.org/W2058300150","https://openalex.org/W2075419264","https://openalex.org/W2075775182","https://openalex.org/W2084971716","https://openalex.org/W2123910460","https://openalex.org/W2132172731","https://openalex.org/W2168662357","https://openalex.org/W2170300599","https://openalex.org/W2232997092","https://openalex.org/W2534026676","https://openalex.org/W4246789570","https://openalex.org/W6632817266"],"related_works":["https://openalex.org/W2793666424","https://openalex.org/W3081694532","https://openalex.org/W1521063997","https://openalex.org/W1969211203","https://openalex.org/W2558765606","https://openalex.org/W2100090372","https://openalex.org/W4361205702","https://openalex.org/W2385965183","https://openalex.org/W2765119830","https://openalex.org/W2138505526"],"abstract_inverted_index":{"The":[0,28],"deployment":[1],"of":[2,9,25,32,76,110,113,122,137],"future":[3],"energy":[4,26],"systems":[5],"promises":[6],"a":[7,12,22,83,131],"number":[8],"advantages":[10],"for":[11,21,51,99,134,140],"more":[13],"stable":[14],"and":[15,30,45,54,149],"reliable":[16],"grid":[17],"as":[18,20],"well":[19],"sustainable":[23],"usage":[24],"resources.":[27],"efficiency":[29],"effectiveness":[31],"such":[33],"smart":[34],"grids":[35],"rely":[36],"on":[37],"customer":[38,101],"consumption":[39],"data":[40,48,68,77,81],"that":[41,63,86],"is":[42,49,90,95,116],"collected,":[43],"processed,":[44],"analyzed.":[46],"This":[47],"used":[50],"billing,":[52],"monitoring,":[53],"prediction.":[55],"However,":[56],"this":[57,126],"implies":[58],"privacy":[59,102,143],"threats.":[60],"Approaches":[61],"exist":[62],"aim":[64],"to":[65,72,79],"either":[66],"encrypt":[67],"in":[69,82],"certain":[70],"ways,":[71],"reduce":[73],"the":[74,93,111,117],"resolution":[75],"or":[78,107,119],"mask":[80],"way":[84,98],"so":[85],"an":[87,96],"individuals'":[88],"contribution":[89],"untraceable.":[91],"While":[92],"latter":[94],"effective":[97],"protecting":[100,141],"when":[103],"aggregating":[104],"over":[105],"space":[106],"time,":[108],"one":[109],"drawbacks":[112],"these":[114],"approaches":[115],"limitation":[118],"full":[120],"negligence":[121],"device":[123],"failures.":[124],"In":[125],"paper,":[127],"we":[128],"therefore":[129],"propose":[130],"masking":[132],"approach":[133],"spatio-temporal":[135],"aggregation":[136],"time":[138],"series":[139],"individual":[142],"while":[144],"still":[145],"providing":[146],"sufficient":[147],"error-resilience":[148],"reliability.":[150]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":13},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2026-05-10T08:33:47.465468","created_date":"2025-10-10T00:00:00"}
