{"id":"https://openalex.org/W4285300685","doi":"https://doi.org/10.1007/978-3-031-00828-3_28","title":"Android Botnet Detection Based on Network Analysis Using Machine Learning Algorithm","display_name":"Android Botnet Detection Based on Network Analysis Using Machine Learning Algorithm","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285300685","doi":"https://doi.org/10.1007/978-3-031-00828-3_28"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-00828-3_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-00828-3_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","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/A5019378622","display_name":"Muhammad Farrid Affiq Hairul Kamal","orcid":null},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Muhammad Farrid Affiq Hairul Kamal","raw_affiliation_strings":["Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027031799","display_name":"Isredza Rahmi A. Hamid","orcid":"https://orcid.org/0000-0002-4269-0762"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Isredza Rahmi A. Hamid","raw_affiliation_strings":["Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090698387","display_name":"Noryusliza Abdullah","orcid":null},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Noryusliza Abdullah","raw_affiliation_strings":["Department of Information Security and Web Technology, Faculty Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia"],"affiliations":[{"raw_affiliation_string":"Department of Information Security and Web Technology, Faculty Computer Science and Information Technology, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Johor, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016203256","display_name":"Zubaile Abdullah","orcid":"https://orcid.org/0000-0002-4985-1696"},"institutions":[{"id":"https://openalex.org/I930072361","display_name":"Tun Hussein Onn University of Malaysia","ror":"https://ror.org/01c5wha71","country_code":"MY","type":"education","lineage":["https://openalex.org/I930072361"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Zubaile Abdullah","raw_affiliation_strings":["Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia"],"affiliations":[{"raw_affiliation_string":"Center for Information Security Research, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia","institution_ids":["https://openalex.org/I930072361"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051709077","display_name":"Masitah Ahmad","orcid":"https://orcid.org/0000-0001-6804-1405"},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Masitah Ahmad","raw_affiliation_strings":["Faculty of Information Management, Universiti Teknologi MARA, Cawangan Negeri Sembilan, Kampus Rembau, Shah Alam, Malaysia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Management, Universiti Teknologi MARA, Cawangan Negeri Sembilan, Kampus Rembau, Shah Alam, Malaysia","institution_ids":["https://openalex.org/I82724352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073075008","display_name":"Wahidah Md Shah","orcid":"https://orcid.org/0000-0002-6693-846X"},"institutions":[{"id":"https://openalex.org/I32589535","display_name":"Technical University of Malaysia Malacca","ror":"https://ror.org/01xb6rs26","country_code":"MY","type":"education","lineage":["https://openalex.org/I32589535"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Wahidah Md Shah","raw_affiliation_strings":["Information Security Forensics and Computer Networking (INSFORNET), Universiti Teknikal Malaysia, Melaka, Malaysia"],"affiliations":[{"raw_affiliation_string":"Information Security Forensics and Computer Networking (INSFORNET), Universiti Teknikal Malaysia, Melaka, Malaysia","institution_ids":["https://openalex.org/I32589535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5019378622"],"corresponding_institution_ids":["https://openalex.org/I930072361"],"apc_list":null,"apc_paid":null,"fwci":1.2156,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79018789,"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":"282","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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":0.9986000061035156,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9905999898910522,"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/botnet","display_name":"Botnet","score":0.8755267858505249},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8201016783714294},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7549088001251221},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6983422636985779},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.644842803478241},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.4906579256057739},{"id":"https://openalex.org/keywords/traffic-analysis","display_name":"Traffic analysis","score":0.43689700961112976},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.43072789907455444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39196494221687317},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.36944350600242615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36404114961624146},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3596746623516083},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.13270696997642517}],"concepts":[{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.8755267858505249},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8201016783714294},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7549088001251221},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6983422636985779},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.644842803478241},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.4906579256057739},{"id":"https://openalex.org/C2781317605","wikidata":"https://www.wikidata.org/wiki/Q7832483","display_name":"Traffic analysis","level":2,"score":0.43689700961112976},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.43072789907455444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39196494221687317},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.36944350600242615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36404114961624146},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3596746623516083},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.13270696997642517},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-00828-3_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-00828-3_28","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2067547021","https://openalex.org/W2074222960","https://openalex.org/W2077278164","https://openalex.org/W2394818127","https://openalex.org/W2789983203","https://openalex.org/W2805462980","https://openalex.org/W2883690386","https://openalex.org/W3008397885","https://openalex.org/W3126377022","https://openalex.org/W3151861686"],"related_works":["https://openalex.org/W2929621094","https://openalex.org/W1996006176","https://openalex.org/W4285325964","https://openalex.org/W2782775281","https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W65788704","https://openalex.org/W2610659201","https://openalex.org/W3025122950","https://openalex.org/W2311926078"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}