{"id":"https://openalex.org/W2962744253","doi":"https://doi.org/10.1109/tr.2019.2926129","title":"CTDroid: Leveraging a Corpus of Technical Blogs for Android Malware Analysis","display_name":"CTDroid: Leveraging a Corpus of Technical Blogs for Android Malware Analysis","publication_year":2019,"publication_date":"2019-07-23","ids":{"openalex":"https://openalex.org/W2962744253","doi":"https://doi.org/10.1109/tr.2019.2926129","mag":"2962744253"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2019.2926129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2019.2926129","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","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/A5100692958","display_name":"Ming Fan","orcid":"https://orcid.org/0000-0002-9327-0987"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Ming Fan","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong","MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Cyber Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Cyber Science and Engineering, Xi'an Jiaotong University, Xi'an, China","MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400376","display_name":"Xiapu Luo","orcid":"https://orcid.org/0000-0002-9082-3208"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiapu Luo","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, China"],"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100361891","display_name":"Jun Liu","orcid":"https://orcid.org/0000-0002-6004-0675"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liu","raw_affiliation_strings":["MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073869875","display_name":"Chunyin Nong","orcid":"https://orcid.org/0000-0001-8532-7472"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunyin Nong","raw_affiliation_strings":["MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041083459","display_name":"Qinghua Zheng","orcid":"https://orcid.org/0000-0002-8436-4754"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qinghua Zheng","raw_affiliation_strings":["MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Computer Science and Technology, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101554099","display_name":"Ting Liu","orcid":"https://orcid.org/0000-0002-7600-0934"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Liu","raw_affiliation_strings":["MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Cyber Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","School of Cyber Science and Engineering, Xi'an Jiaotong University, Xi'an, China","MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"MOEKLINNS Lab, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"MOEKLINNS Lab, Xi'an Jiaotong University, Xi'an, China","institution_ids":["https://openalex.org/I87445476"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100692958"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I87445476"],"apc_list":null,"apc_paid":null,"fwci":2.3375,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.89354839,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"69","issue":"1","first_page":"124","last_page":"138"},"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/T10260","display_name":"Software Engineering Research","score":0.9909999966621399,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8635941743850708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8120478987693787},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.7231134176254272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5849314332008362},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5806925296783447},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.5650090575218201},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.5441920757293701},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.5128222107887268},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4940343499183655},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3621380925178528},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1915036141872406},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.1907447874546051},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11446341872215271}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8635941743850708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8120478987693787},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.7231134176254272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5849314332008362},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5806925296783447},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5650090575218201},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.5441920757293701},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.5128222107887268},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4940343499183655},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3621380925178528},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1915036141872406},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1907447874546051},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11446341872215271},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2019.2926129","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2019.2926129","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[{"id":"https://openalex.org/G1905943838","display_name":null,"funder_award_id":"61632015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2389912428","display_name":null,"funder_award_id":"CityU C1008-16G","funder_id":"https://openalex.org/F4320327609","funder_display_name":"China Knowledge Centre for Engineering Sciences and Technology"},{"id":"https://openalex.org/G2465343090","display_name":null,"funder_award_id":"61602369","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3167612935","display_name":null,"funder_award_id":"152223/17E","funder_id":"https://openalex.org/F4320327609","funder_display_name":"China Knowledge Centre for Engineering Sciences and Technology"},{"id":"https://openalex.org/G3340281837","display_name":null,"funder_award_id":"61532015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4938631274","display_name":null,"funder_award_id":"U1766215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5065734402","display_name":null,"funder_award_id":"61833015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5206621008","display_name":null,"funder_award_id":"PolyU 152279/16E","funder_id":"https://openalex.org/F4320327609","funder_display_name":"China Knowledge Centre for Engineering Sciences and Technology"},{"id":"https://openalex.org/G6374429771","display_name":null,"funder_award_id":"61702414","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6387986177","display_name":null,"funder_award_id":"61721002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6746171846","display_name":null,"funder_award_id":"61532004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G738011927","display_name":null,"funder_award_id":"2016YFB1000903","funder_id":"https://openalex.org/F4320336026","funder_display_name":"National Key Research and Development Program of China Stem Cell and Translational Research"},{"id":"https://openalex.org/G8216081277","display_name":null,"funder_award_id":"61772408","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321536","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67"},{"id":"https://openalex.org/F4320327609","display_name":"China Knowledge Centre for Engineering Sciences and Technology","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336026","display_name":"National Key Research and Development Program of China Stem Cell and Translational Research","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W79696261","https://openalex.org/W101604734","https://openalex.org/W183494281","https://openalex.org/W1943233084","https://openalex.org/W2003276999","https://openalex.org/W2019798206","https://openalex.org/W2041276426","https://openalex.org/W2081580037","https://openalex.org/W2087970742","https://openalex.org/W2088479623","https://openalex.org/W2089367555","https://openalex.org/W2092942461","https://openalex.org/W2106393550","https://openalex.org/W2107643854","https://openalex.org/W2111525908","https://openalex.org/W2122210511","https://openalex.org/W2122672392","https://openalex.org/W2125011234","https://openalex.org/W2125055259","https://openalex.org/W2127723417","https://openalex.org/W2141278204","https://openalex.org/W2147169507","https://openalex.org/W2153579005","https://openalex.org/W2154790136","https://openalex.org/W2168649891","https://openalex.org/W2286924183","https://openalex.org/W2376050373","https://openalex.org/W2462192250","https://openalex.org/W2470899015","https://openalex.org/W2514974017","https://openalex.org/W2528826491","https://openalex.org/W2538057479","https://openalex.org/W2560361988","https://openalex.org/W2571842322","https://openalex.org/W2601621757","https://openalex.org/W2617476279","https://openalex.org/W2618014206","https://openalex.org/W2744097819","https://openalex.org/W2750917225","https://openalex.org/W2759336060","https://openalex.org/W2781198008","https://openalex.org/W2783327762","https://openalex.org/W2791541601","https://openalex.org/W2911964244","https://openalex.org/W2955308964","https://openalex.org/W2963954089","https://openalex.org/W2964136807","https://openalex.org/W4244238212","https://openalex.org/W4294170691","https://openalex.org/W6603196380","https://openalex.org/W6682691769","https://openalex.org/W6719212312","https://openalex.org/W6732124536","https://openalex.org/W6732855312","https://openalex.org/W6743633496","https://openalex.org/W6744563477"],"related_works":["https://openalex.org/W4285507391","https://openalex.org/W2610659201","https://openalex.org/W3107556205","https://openalex.org/W65788704","https://openalex.org/W3200508744","https://openalex.org/W2183925834","https://openalex.org/W2507496997","https://openalex.org/W2765174411","https://openalex.org/W2805262980","https://openalex.org/W2026973889"],"abstract_inverted_index":{"The":[0],"rapid":[1],"growth":[2],"of":[3,11,25,62,99,101,120,193,199,239],"Android":[4,63],"malware":[5,15,64,180,183,201],"results":[6,207],"in":[7,71,95],"a":[8,60,72,118,134,175,196],"large":[9,197],"body":[10],"approaches":[12,27],"devoted":[13],"to":[14,91,112,128,155],"analysis":[16],"by":[17],"leveraging":[18],"machine":[19],"learning":[20],"algorithms.":[21],"However,":[22,81],"the":[23,31,76,96,114,138,143,157,165,191,205],"effectiveness":[24],"these":[26],"primarily":[28],"depends":[29],"on":[30,42,195],"manual":[32],"feature":[33,78],"engineering":[34,79],"process,":[35],"which":[36,68],"is":[37,89],"time-consuming":[38],"and":[39,45,116,142,173,186,202,225],"labor-intensive":[40],"based":[41],"expert":[43],"knowledge":[44,94],"intuition.":[46],"In":[47],"this":[48,104,147],"paper,":[49],"we":[50,106,149],"propose":[51,150],"an":[52],"automatic":[53],"approach":[54],"that":[55,74,123,164,209],"engineers":[56],"informative":[57,236],"features":[58,233],"from":[59],"corpus":[61],"related":[65],"technical":[66],"blogs,":[67],"are":[69,83,234],"written":[70],"way":[73],"mirrors":[75],"human":[77],"process.":[80],"there":[82,132],"two":[84,151],"main":[85],"challenges.":[86],"First,":[87],"it":[88],"difficult":[90],"recognize":[92],"useful":[93],"magnanimity":[97],"information":[98],"thousands":[100],"blogs.":[102],"To":[103,146],"end,":[105,148],"leverage":[107],"natural":[108],"language":[109],"processing":[110],"techniques":[111],"process":[113],"blogs":[115],"extract":[117],"set":[119],"sensitive":[121,140],"behaviors":[122,141,158],"might":[124],"do":[125],"harmful":[126],"activities":[127],"users":[129],"potentially.":[130],"Second,":[131],"exists":[133],"semantic":[135,152],"gap":[136],"between":[137],"extracted":[139],"programming":[144],"language.":[145],"matching":[153],"rules":[154],"match":[156],"with":[159,217],"concrete":[160],"code":[161],"snippets":[162],"such":[163],"apps":[166],"can":[167,211],"be":[168],"tested":[169],"experimentally.":[170],"We":[171],"design":[172],"implement":[174],"system":[176],"called":[177],"CTDroid":[178,194,210],"for":[179,223,228],"analysis,":[181],"including":[182],"detection":[184],"(MD)":[185],"familial":[187],"classification":[188],"(FC).":[189],"After":[190],"evaluation":[192],"scale":[198],"real":[200],"benign":[203],"apps,":[204],"experimental":[206],"demonstrate":[208],"achieve":[212],"95.8%":[213],"true":[214],"positive":[215,221],"rate":[216,222],"only":[218],"1%":[219],"false":[220],"MD":[224],"97.9%":[226],"accuracy":[227],"FC.":[229],"Furthermore,":[230],"our":[231],"proposed":[232],"more":[235],"than":[237],"those":[238],"state-of-the-art":[240],"approaches.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
