{"id":"https://openalex.org/W4407604888","doi":"https://doi.org/10.1007/978-981-96-1525-4_5","title":"PFDF: Privacy Preserving Federated Decision Forest for\u00a0Classification","display_name":"PFDF: Privacy Preserving Federated Decision Forest for\u00a0Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407604888","doi":"https://doi.org/10.1007/978-981-96-1525-4_5"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-1525-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-1525-4_5","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":"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/A5021919802","display_name":"Tongyaqi Li","orcid":"https://orcid.org/0000-0002-7315-6335"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongyaqi Li","raw_affiliation_strings":["Quan Cheng Laboratory, Jinan, 250103, Shandong, China","School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-7315-6335","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory, Jinan, 250103, Shandong, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115078140","display_name":"Qingqiang Qi","orcid":"https://orcid.org/0000-0001-6391-5441"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingqiang Qi","raw_affiliation_strings":["School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0001-6391-5441","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101497038","display_name":"Chengyu Hu","orcid":"https://orcid.org/0000-0002-5523-2672"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengyu Hu","raw_affiliation_strings":["Quan Cheng Laboratory, Jinan, 250103, Shandong, China","School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0002-5523-2672","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory, Jinan, 250103, Shandong, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030177095","display_name":"Xuelei Li","orcid":"https://orcid.org/0000-0002-7935-6290"},"institutions":[{"id":"https://openalex.org/I4210144143","display_name":"Inspur (China)","ror":"https://ror.org/0474p4r72","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210144143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuelei Li","raw_affiliation_strings":["Inspur (Beijing) Electronic Information Industry Co., Ltd., Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7935-6290","affiliations":[{"raw_affiliation_string":"Inspur (Beijing) Electronic Information Industry Co., Ltd., Beijing, China","institution_ids":["https://openalex.org/I4210144143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102841330","display_name":"Peng Tang","orcid":"https://orcid.org/0000-0003-1304-8401"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Tang","raw_affiliation_strings":["Quan Cheng Laboratory, Jinan, 250103, Shandong, China","School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-1304-8401","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory, Jinan, 250103, Shandong, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084460856","display_name":"Shanqing Guo","orcid":"https://orcid.org/0000-0003-3367-0951"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shanqing Guo","raw_affiliation_strings":["Quan Cheng Laboratory, Jinan, 250103, Shandong, China","School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China"],"raw_orcid":"https://orcid.org/0000-0003-3367-0951","affiliations":[{"raw_affiliation_string":"Quan Cheng Laboratory, Jinan, 250103, Shandong, China","institution_ids":["https://openalex.org/I4210136793"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Shandong University, Qingdao, 266237, Shandong, China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"The Key Laboratory of Cryptologic Technology and Information Security, Ministry of Education, Shandong University, Jinan, 250100, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101497038"],"corresponding_institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210136793","https://openalex.org/I80143920"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"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":"80","last_page":"99"},"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":0.9968000054359436,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9046516418457031},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41051024198532104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3862813413143158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9046516418457031},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41051024198532104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3862813413143158}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-1525-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-1525-4_5","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1873763122","https://openalex.org/W1996881001","https://openalex.org/W2010523825","https://openalex.org/W2013587512","https://openalex.org/W2016023958","https://openalex.org/W2089367555","https://openalex.org/W2109135024","https://openalex.org/W2109426455","https://openalex.org/W2123820077","https://openalex.org/W2242728483","https://openalex.org/W2295598076","https://openalex.org/W2608178897","https://openalex.org/W2768348081","https://openalex.org/W2911964244","https://openalex.org/W2911978475","https://openalex.org/W3049595782","https://openalex.org/W3101860164","https://openalex.org/W3111157675","https://openalex.org/W3164712068","https://openalex.org/W4205228770","https://openalex.org/W4206314437","https://openalex.org/W4236137412","https://openalex.org/W4308643126","https://openalex.org/W6600424091"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}