{"id":"https://openalex.org/W4417293090","doi":"https://doi.org/10.1007/978-3-032-13714-2_20","title":"Enhancing Android Malware Detection with\u00a0Federated Learning: A Privacy-Preserving Approach to\u00a0Strengthen Cyber Resilience","display_name":"Enhancing Android Malware Detection with\u00a0Federated Learning: A Privacy-Preserving Approach to\u00a0Strengthen Cyber Resilience","publication_year":2025,"publication_date":"2025-12-13","ids":{"openalex":"https://openalex.org/W4417293090","doi":"https://doi.org/10.1007/978-3-032-13714-2_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-13714-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13714-2_20","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/A5042605903","display_name":"Mamta Meena","orcid":null},"institutions":[{"id":"https://openalex.org/I4210093348","display_name":"Jawaharlal Nehru Medical College","ror":"https://ror.org/00hdf8e67","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210093348"]},{"id":"https://openalex.org/I56287899","display_name":"Maharshi Dayanand Saraswati University","ror":"https://ror.org/0229k3q35","country_code":"IN","type":"education","lineage":["https://openalex.org/I56287899"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Monalisa Meena","raw_affiliation_strings":["Govt. Mahila Engineering College Ajmer, Ajmer, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Govt. Mahila Engineering College Ajmer, Ajmer, India","institution_ids":["https://openalex.org/I4210093348","https://openalex.org/I56287899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016619024","display_name":"Jyoti Gajrani","orcid":"https://orcid.org/0000-0002-8223-5975"},"institutions":[{"id":"https://openalex.org/I56287899","display_name":"Maharshi Dayanand Saraswati University","ror":"https://ror.org/0229k3q35","country_code":"IN","type":"education","lineage":["https://openalex.org/I56287899"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyoti Gajrani","raw_affiliation_strings":["Govt. Engineering College Ajmer, Ajmer, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Govt. Engineering College Ajmer, Ajmer, India","institution_ids":["https://openalex.org/I56287899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074885448","display_name":"Meenakshi Tripathi","orcid":"https://orcid.org/0000-0002-6559-5151"},"institutions":[{"id":"https://openalex.org/I83205935","display_name":"Malaviya National Institute of Technology Jaipur","ror":"https://ror.org/0077k1j32","country_code":"IN","type":"education","lineage":["https://openalex.org/I83205935"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Meenakshi Tripathi","raw_affiliation_strings":["Malaviya National Institute of Technology, Jaipur, Jaipur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Malaviya National Institute of Technology, Jaipur, Jaipur, India","institution_ids":["https://openalex.org/I83205935"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Dhruv Suthar","orcid":null},"institutions":[{"id":"https://openalex.org/I56287899","display_name":"Maharshi Dayanand Saraswati University","ror":"https://ror.org/0229k3q35","country_code":"IN","type":"education","lineage":["https://openalex.org/I56287899"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhruv Suthar","raw_affiliation_strings":["Govt. Engineering College Ajmer, Ajmer, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Govt. Engineering College Ajmer, Ajmer, India","institution_ids":["https://openalex.org/I56287899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120791043","display_name":"Chetan Rawat","orcid":null},"institutions":[{"id":"https://openalex.org/I56287899","display_name":"Maharshi Dayanand Saraswati University","ror":"https://ror.org/0229k3q35","country_code":"IN","type":"education","lineage":["https://openalex.org/I56287899"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chetan Rawat","raw_affiliation_strings":["Govt. Engineering College Ajmer, Ajmer, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Govt. Engineering College Ajmer, Ajmer, India","institution_ids":["https://openalex.org/I56287899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011836632","display_name":"S.K. Singhal","orcid":"https://orcid.org/0009-0003-6709-7310"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sweety Singhal","raw_affiliation_strings":["Sangam University, Bhilwara, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sangam University, Bhilwara, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042605903"],"corresponding_institution_ids":["https://openalex.org/I4210093348","https://openalex.org/I56287899"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"333"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9916999936103821,"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":0.9916999936103821,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.001500000013038516,"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/T11424","display_name":"Security and Verification in Computing","score":0.0010999999940395355,"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/malware","display_name":"Malware","score":0.6761000156402588},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6563000082969666},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.475600004196167},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.46480000019073486},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.46160000562667847},{"id":"https://openalex.org/keywords/single-point-of-failure","display_name":"Single point of failure","score":0.4255000054836273},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.40299999713897705},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.3953000009059906}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8899000287055969},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6761000156402588},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6563000082969666},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5371999740600586},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.475600004196167},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.46480000019073486},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.46160000562667847},{"id":"https://openalex.org/C165136773","wikidata":"https://www.wikidata.org/wiki/Q1363179","display_name":"Single point of failure","level":2,"score":0.4255000054836273},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.40299999713897705},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.3476000130176544},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.3133000135421753},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3061000108718872},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.30239999294281006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2994000017642975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2913999855518341},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.272599995136261},{"id":"https://openalex.org/C2777363581","wikidata":"https://www.wikidata.org/wiki/Q15098235","display_name":"Harm","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.2556000053882599},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-13714-2_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-13714-2_20","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":14,"referenced_works":["https://openalex.org/W907501016","https://openalex.org/W2295598076","https://openalex.org/W2765271136","https://openalex.org/W2906631928","https://openalex.org/W2982413766","https://openalex.org/W2996442553","https://openalex.org/W2998074434","https://openalex.org/W3105429705","https://openalex.org/W3186817993","https://openalex.org/W3213404529","https://openalex.org/W4200373000","https://openalex.org/W4323306715","https://openalex.org/W4405718966","https://openalex.org/W4409261558"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-12-13T00:00:00"}