{"id":"https://openalex.org/W4396922294","doi":"https://doi.org/10.5220/0012730600003690","title":"An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning","display_name":"An Approach for Privacy-Preserving Mobile Malware Detection Through Federated Machine Learning","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396922294","doi":"https://doi.org/10.5220/0012730600003690"},"language":"en","primary_location":{"id":"doi:10.5220/0012730600003690","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012730600003690","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0012730600003690","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007424361","display_name":"Giovanni Ciaramella","orcid":"https://orcid.org/0009-0002-9512-0621"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I127077003","display_name":"IMT School for Advanced Studies Lucca","ror":"https://ror.org/035gh3a49","country_code":"IT","type":"education","lineage":["https://openalex.org/I127077003"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanni Ciaramella","raw_affiliation_strings":["IMT School for Advanced Studies Lucca, Lucca, Italy, --- Select a Country ---","Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"IMT School for Advanced Studies Lucca, Lucca, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I127077003"]},{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101546784","display_name":"Fabio Martinelli","orcid":"https://orcid.org/0000-0002-6721-9395"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Martinelli","raw_affiliation_strings":["Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023695406","display_name":"Francesco Mercaldo","orcid":"https://orcid.org/0000-0002-9425-1657"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Mercaldo","raw_affiliation_strings":["Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","University of Molise, Campobasso, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"raw_affiliation_string":"University of Molise, Campobasso, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I129627893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025775168","display_name":"Christian Peluso","orcid":"https://orcid.org/0009-0001-2972-4374"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Christian Peluso","raw_affiliation_strings":["Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004599844","display_name":"Antonella Santone","orcid":"https://orcid.org/0000-0002-2634-4456"},"institutions":[{"id":"https://openalex.org/I129627893","display_name":"University of Molise","ror":"https://ror.org/04z08z627","country_code":"IT","type":"education","lineage":["https://openalex.org/I129627893"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonella Santone","raw_affiliation_strings":["University of Molise, Campobasso, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"University of Molise, Campobasso, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I129627893"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5007424361"],"corresponding_institution_ids":["https://openalex.org/I127077003","https://openalex.org/I4210130157","https://openalex.org/I4210155236"],"apc_list":null,"apc_paid":null,"fwci":1.1681,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7597849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"553","last_page":"563"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9729999899864197,"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/malware","display_name":"Malware","score":0.8594170808792114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7841939926147461},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5870988368988037},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.5675862431526184},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3988625407218933}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8594170808792114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7841939926147461},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5870988368988037},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.5675862431526184},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3988625407218933}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012730600003690","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012730600003690","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012730600003690","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012730600003690","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th International Conference on Enterprise Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2538622067","https://openalex.org/W2181494682","https://openalex.org/W4245250093","https://openalex.org/W3114159050","https://openalex.org/W2484248966","https://openalex.org/W4244354662","https://openalex.org/W4200054778","https://openalex.org/W2777464647","https://openalex.org/W2965539362","https://openalex.org/W2717179875"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}