{"id":"https://openalex.org/W2883800224","doi":"https://doi.org/10.1504/ijes.2018.10014926","title":"Automated identification of callbacks in Android framework using machine learning techniques","display_name":"Automated identification of callbacks in Android framework using machine learning techniques","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2883800224","doi":"https://doi.org/10.1504/ijes.2018.10014926","mag":"2883800224"},"language":"en","primary_location":{"id":"doi:10.1504/ijes.2018.10014926","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.10014926","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-article"},"type":"article","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/A5109226617","display_name":"Rongzeng Mu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rongzeng Mu","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences, 3 Beitucheng West Road, Chaoyang District, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences, 3 Beitucheng West Road, Chaoyang District, Beijing, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112033575","display_name":"Yuepeng Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuepeng Yan","raw_affiliation_strings":["Institute of Microelectronics of Chinese Academy of Sciences, 3 Beitucheng West Road, Chaoyang District, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences, 3 Beitucheng West Road, Chaoyang District, Beijing, China","institution_ids":["https://openalex.org/I4210119392","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035556206","display_name":"Xiupeng Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]},{"id":"https://openalex.org/I4210119392","display_name":"Institute of Microelectronics","ror":"https://ror.org/02s6gs133","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiupeng Chen","raw_affiliation_strings":["University of Chinese Academy of Sciences, 19A Yuquan Rd, Shijingshan District, Beijing, China; Institute of Microelectronics of Chinese Academy of Sciences Kunshan Branch, 1699 Zuchongzhi, Kunshan, China","University of Chinese Academy of Sciences, 19A Yuquan Rd, Shijingshan District, Beijing, China","Institute of Microelectronics of Chinese Academy of Sciences Kunshan Branch, 1699 Zuchongzhi, Kunshan, China"],"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences, 19A Yuquan Rd, Shijingshan District, Beijing, China; Institute of Microelectronics of Chinese Academy of Sciences Kunshan Branch, 1699 Zuchongzhi, Kunshan, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"University of Chinese Academy of Sciences, 19A Yuquan Rd, Shijingshan District, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]},{"raw_affiliation_string":"Institute of Microelectronics of Chinese Academy of Sciences Kunshan Branch, 1699 Zuchongzhi, Kunshan, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109226617"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210119392"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07286349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"4","first_page":"301","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9943000078201294,"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/T12799","display_name":"Mobile and Web Applications","score":0.9943000078201294,"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/callback","display_name":"Callback","score":0.9731606245040894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8257550001144409},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.8136506080627441},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.42927467823028564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3204004168510437},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1800439953804016}],"concepts":[{"id":"https://openalex.org/C204495577","wikidata":"https://www.wikidata.org/wiki/Q1205349","display_name":"Callback","level":2,"score":0.9731606245040894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8257550001144409},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.8136506080627441},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.42927467823028564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3204004168510437},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1800439953804016}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijes.2018.10014926","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijes.2018.10014926","pdf_url":null,"source":{"id":"https://openalex.org/S204369148","display_name":"International Journal of Embedded Systems","issn_l":"1741-1068","issn":["1741-1068","1741-1076"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Embedded Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2613684332","https://openalex.org/W2283761799","https://openalex.org/W2126556840","https://openalex.org/W2393738916","https://openalex.org/W2888909236","https://openalex.org/W2809109492","https://openalex.org/W2897045262","https://openalex.org/W2533703061","https://openalex.org/W1565885216"],"abstract_inverted_index":{"The":[0,114],"number":[1],"of":[2,30,61,70,78,103,110,120],"malicious":[3],"Android":[4,50,87,137],"applications":[5],"has":[6],"grown":[7],"explosively,":[8],"leaking":[9],"massive":[10],"privacy":[11],"sensitive":[12],"information.":[13],"Nevertheless,":[14],"the":[15,36,64,73,131],"existing":[16],"static":[17],"code":[18],"analysis":[19],"tools":[20],"relying":[21],"on":[22,86],"imprecise":[23],"callbacks":[24,47,85,123],"list":[25],"will":[26],"miss":[27],"high":[28],"numbers":[29],"leaks,":[31],"which":[32,127],"is":[33,56,97,133],"demonstrated":[34],"in":[35,49,72,101],"paper.":[37],"This":[38,89],"paper":[39],"presents":[40],"a":[41,58,94],"machine":[42],"learning":[43],"approach":[44,66,132],"to":[45,82],"identifying":[46],"automatically":[48],"framework.":[51,75],"As":[52],"long":[53],"as":[54],"it":[55],"given":[57],"training":[59],"set":[60],"hand-annotated":[62],"callbacks,":[63],"proposed":[65,90],"can":[67],"detect":[68],"all":[69,136],"them":[71],"entire":[74],"A":[76],"series":[77],"experiments":[79],"are":[80,124],"conducted":[81],"identify":[83],"20,391":[84],"4.2.":[88],"approach,":[91],"verified":[92],"by":[93],"ten-fold":[95],"cross-validation,":[96],"effective":[98],"and":[99,105],"efficient":[100],"terms":[102],"precision":[104],"recall,":[106],"with":[107],"an":[108],"average":[109],"more":[111],"than":[112],"91%.":[113],"evaluation":[115],"results":[116],"shows":[117],"that":[118,130],"many":[119],"newly":[121],"discovered":[122],"indeed":[125],"used,":[126],"furthermore":[128],"confirms":[129],"suitable":[134],"for":[135],"framework":[138],"versions.":[139]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
