{"id":"https://openalex.org/W2171239146","doi":"https://doi.org/10.1007/978-3-642-31680-7_2","title":"Private Client-Side Profiling with Random Forests and Hidden Markov Models","display_name":"Private Client-Side Profiling with Random Forests and Hidden Markov Models","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2171239146","doi":"https://doi.org/10.1007/978-3-642-31680-7_2","mag":"2171239146"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-31680-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-31680-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5033480395","display_name":"George Danezis","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"George Danezis","raw_affiliation_strings":["Microsoft Research, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082774652","display_name":"Markulf Kohlweiss","orcid":"https://orcid.org/0000-0002-8660-9663"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Markulf Kohlweiss","raw_affiliation_strings":["Microsoft Research, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068390911","display_name":"Benjamin Livshits","orcid":"https://orcid.org/0000-0002-4921-8452"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Benjamin Livshits","raw_affiliation_strings":["Microsoft Research, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001830862","display_name":"Alfredo Rial","orcid":"https://orcid.org/0000-0003-1107-4841"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Alfredo Rial","raw_affiliation_strings":["IBBT and KU Leuven, ESAT-COSIC, Belgium"],"affiliations":[{"raw_affiliation_string":"IBBT and KU Leuven, ESAT-COSIC, Belgium","institution_ids":["https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033480395"],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9516,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77406183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9986000061035156,"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/T11800","display_name":"User Authentication and Security Systems","score":0.9976999759674072,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7787242531776428},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5990909934043884},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5594482421875},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5225833654403687},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.5110372304916382},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3434694707393646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33262959122657776},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3289381265640259},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3139451742172241},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1497737169265747}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7787242531776428},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5990909934043884},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5594482421875},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5225833654403687},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.5110372304916382},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3434694707393646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33262959122657776},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3289381265640259},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3139451742172241},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1497737169265747}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-31680-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-31680-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W91828656","https://openalex.org/W172970726","https://openalex.org/W1479826086","https://openalex.org/W1484557542","https://openalex.org/W1494775996","https://openalex.org/W1502745717","https://openalex.org/W1514780971","https://openalex.org/W1520812622","https://openalex.org/W1521092767","https://openalex.org/W1538706266","https://openalex.org/W1574149717","https://openalex.org/W1589034595","https://openalex.org/W1602903055","https://openalex.org/W1603600847","https://openalex.org/W1754500122","https://openalex.org/W1773518014","https://openalex.org/W1802141165","https://openalex.org/W1845845037","https://openalex.org/W1850675439","https://openalex.org/W1851031742","https://openalex.org/W1877240378","https://openalex.org/W1885156594","https://openalex.org/W1888254701","https://openalex.org/W1931152882","https://openalex.org/W2001336960","https://openalex.org/W2007321142","https://openalex.org/W2037038460","https://openalex.org/W2052267638","https://openalex.org/W2060410450","https://openalex.org/W2095708839","https://openalex.org/W2102632861","https://openalex.org/W2118177611","https://openalex.org/W2125838338","https://openalex.org/W2128008767","https://openalex.org/W2137596716","https://openalex.org/W2140244239","https://openalex.org/W2146707221","https://openalex.org/W2148596671","https://openalex.org/W2151413173","https://openalex.org/W2153193245","https://openalex.org/W2157800990","https://openalex.org/W2160252066","https://openalex.org/W2165210192","https://openalex.org/W2170988247","https://openalex.org/W2394629393","https://openalex.org/W2561675875","https://openalex.org/W2911964244","https://openalex.org/W2951309919","https://openalex.org/W2964687847","https://openalex.org/W2964759817","https://openalex.org/W3125518450","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W2097963413","https://openalex.org/W2294335174","https://openalex.org/W2025614924","https://openalex.org/W3145575561","https://openalex.org/W2001275470","https://openalex.org/W2073996508","https://openalex.org/W1591475660","https://openalex.org/W2164162849"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
