{"id":"https://openalex.org/W2279117433","doi":"https://doi.org/10.1109/cdc.2015.7402640","title":"Differential privacy of populations in routing games","display_name":"Differential privacy of populations in routing games","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2279117433","doi":"https://doi.org/10.1109/cdc.2015.7402640","mag":"2279117433"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2015.7402640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2015.7402640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 54th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1601.04041","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002477602","display_name":"Roy Dong","orcid":"https://orcid.org/0000-0001-8034-4329"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roy Dong","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030908997","display_name":"Walid Krichene","orcid":"https://orcid.org/0000-0002-1066-9686"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Walid Krichene","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021116704","display_name":"Alexandre M. Bayen","orcid":"https://orcid.org/0000-0002-6697-222X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexandre M. Bayen","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103101043","display_name":"S. Shankar Sastry","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S. Shankar Sastry","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002477602"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":4.4622,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.95064948,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2798","last_page":"2803"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","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/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9950000047683716,"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":0.7969017624855042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7303251624107361},{"id":"https://openalex.org/keywords/nash-equilibrium","display_name":"Nash equilibrium","score":0.664520263671875},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5659182667732239},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.5132131576538086},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4606286585330963},{"id":"https://openalex.org/keywords/game-theory","display_name":"Game theory","score":0.44437381625175476},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.4105755686759949},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27419760823249817},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.1852637529373169},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14870673418045044},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10990113019943237}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.7969017624855042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303251624107361},{"id":"https://openalex.org/C46814582","wikidata":"https://www.wikidata.org/wiki/Q23389","display_name":"Nash equilibrium","level":2,"score":0.664520263671875},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5659182667732239},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5132131576538086},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4606286585330963},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.44437381625175476},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.4105755686759949},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27419760823249817},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1852637529373169},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14870673418045044},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10990113019943237},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc.2015.7402640","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2015.7402640","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 54th IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1601.04041","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1601.04041","pdf_url":"https://arxiv.org/pdf/1601.04041","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1601.04041","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1601.04041","pdf_url":"https://arxiv.org/pdf/1601.04041","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1570963478","https://openalex.org/W1603834604","https://openalex.org/W1920382817","https://openalex.org/W2013540890","https://openalex.org/W2015061583","https://openalex.org/W2016384870","https://openalex.org/W2027595342","https://openalex.org/W2028196196","https://openalex.org/W2049934117","https://openalex.org/W2067113445","https://openalex.org/W2089109016","https://openalex.org/W2092845654","https://openalex.org/W2094238774","https://openalex.org/W2115483886","https://openalex.org/W2122989803","https://openalex.org/W2128914135","https://openalex.org/W2407619353","https://openalex.org/W2540134115","https://openalex.org/W2911978475","https://openalex.org/W2950929549","https://openalex.org/W2951114885","https://openalex.org/W2952983945","https://openalex.org/W2953279152","https://openalex.org/W2964121860","https://openalex.org/W3104622476","https://openalex.org/W4205795518","https://openalex.org/W4211146243","https://openalex.org/W4242502692","https://openalex.org/W4293437491","https://openalex.org/W4301435544","https://openalex.org/W6640286251","https://openalex.org/W6657138077","https://openalex.org/W6673454391","https://openalex.org/W6678314514","https://openalex.org/W6682626913","https://openalex.org/W6758947373"],"related_works":["https://openalex.org/W3038283795","https://openalex.org/W2604501336","https://openalex.org/W2734500670","https://openalex.org/W2558166297","https://openalex.org/W4312141693","https://openalex.org/W1969185016","https://openalex.org/W1536009559","https://openalex.org/W2103821767","https://openalex.org/W2037619003","https://openalex.org/W2111030377"],"abstract_inverted_index":{"As":[0],"our":[1],"ground":[2],"transportation":[3],"infrastructure":[4],"modernizes,":[5],"the":[6,20,35,39,52,63,75,79,82,91,110,119,123,128,138],"large":[7],"amount":[8,83],"of":[9,19,23,43,78,84,98,122,130],"data":[10],"being":[11],"measured,":[12],"transmitted,":[13],"and":[14,41,133],"stored":[15],"motivates":[16],"an":[17],"analysis":[18],"privacy":[21,33,77,145],"aspect":[22],"these":[24,148,152],"emerging":[25],"cyber-physical":[26],"technologies.":[27],"In":[28],"this":[29,55,131],"paper,":[30],"we":[31,73],"consider":[32,74],"in":[34],"routing":[36,124],"game,":[37],"where":[38],"origins":[40],"destinations":[42],"drivers":[44],"are":[45],"considered":[46],"private.":[47],"This":[48],"is":[49,114],"motivated":[50],"by":[51],"fact":[53],"that":[54],"spatiotemporal":[56],"information":[57],"can":[58],"easily":[59],"be":[60],"used":[61],"as":[62,141,143],"basis":[64],"for":[65,67,86,109,147],"inferences":[66],"a":[68,99,104,156],"person's":[69],"activities.":[70],"More":[71],"specifically,":[72],"differential":[76,144],"mapping":[80],"from":[81],"flow":[85,93],"each":[87,96],"origin-destination":[88],"pair":[89],"to":[90,116,118],"traffic":[92,100],"measurements":[94],"on":[95,137,155],"link":[97],"network.":[101],"We":[102,126,150],"use":[103],"stochastic":[105],"online":[106],"learning":[107],"framework":[108],"population":[111],"dynamics,":[112],"which":[113],"known":[115],"converge":[117],"Nash":[120],"equilibrium":[121],"game.":[125],"analyze":[127],"sensitivity":[129],"process":[132],"provide":[134],"theoretical":[135],"guarantees":[136],"convergence":[139],"rates":[140],"well":[142],"values":[146],"models.":[149],"confirm":[151],"with":[153],"simulations":[154],"small":[157],"example.":[158]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}