{"id":"https://openalex.org/W2091540464","doi":"https://doi.org/10.1145/2462096.2462100","title":"MAST","display_name":"MAST","publication_year":2013,"publication_date":"2013-04-16","ids":{"openalex":"https://openalex.org/W2091540464","doi":"https://doi.org/10.1145/2462096.2462100","mag":"2091540464"},"language":"en","primary_location":{"id":"doi:10.1145/2462096.2462100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2462096.2462100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks","raw_type":"proceedings-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/A5053657934","display_name":"Saurabh Chakradeo","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Saurabh Chakradeo","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021122418","display_name":"Bradley Reaves","orcid":"https://orcid.org/0000-0001-7902-1821"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley Reaves","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048941759","display_name":"Patrick Traynor","orcid":"https://orcid.org/0000-0002-7143-5189"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Patrick Traynor","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024034310","display_name":"William Enck","orcid":"https://orcid.org/0000-0002-3043-8092"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Enck","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA","Georgia Institute of Technology Atlanta, GA, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Georgia Institute of Technology Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053657934"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":26.3577,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.99780904,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"24"},"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":0.9976000189781189,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.993399977684021,"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":0.8019568920135498},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.779831051826477},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.6718352437019348},{"id":"https://openalex.org/keywords/triage","display_name":"Triage","score":0.5416742563247681},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5371034741401672},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.43885400891304016},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.4182093143463135},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3578677177429199},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3484385907649994},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23161441087722778}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8019568920135498},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.779831051826477},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.6718352437019348},{"id":"https://openalex.org/C2777120189","wikidata":"https://www.wikidata.org/wiki/Q780067","display_name":"Triage","level":2,"score":0.5416742563247681},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5371034741401672},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.43885400891304016},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.4182093143463135},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3578677177429199},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3484385907649994},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23161441087722778},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2462096.2462100","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2462096.2462100","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the sixth ACM conference on Security and privacy in wireless and mobile networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W32581813","https://openalex.org/W81879861","https://openalex.org/W1510192517","https://openalex.org/W1535984709","https://openalex.org/W1555215938","https://openalex.org/W1963971515","https://openalex.org/W1965339116","https://openalex.org/W1985936489","https://openalex.org/W1986330503","https://openalex.org/W1994588724","https://openalex.org/W2003276999","https://openalex.org/W2016346537","https://openalex.org/W2018175892","https://openalex.org/W2041276426","https://openalex.org/W2058180826","https://openalex.org/W2101834106","https://openalex.org/W2114275288","https://openalex.org/W2118000750","https://openalex.org/W2120900307","https://openalex.org/W2125011234","https://openalex.org/W2142145056","https://openalex.org/W2150639461","https://openalex.org/W2156744053","https://openalex.org/W2158888459","https://openalex.org/W2165357553","https://openalex.org/W2168020168","https://openalex.org/W2399891510","https://openalex.org/W4391725268","https://openalex.org/W6633254993"],"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/W2609233367","https://openalex.org/W4200054778","https://openalex.org/W2777464647","https://openalex.org/W2965539362"],"abstract_inverted_index":{"Malware":[0],"is":[1,145],"a":[2,55,90,114,184],"pressing":[3],"concern":[4],"for":[5],"mobile":[6],"application":[7,30,83],"market":[8],"operators.":[9],"While":[10],"current":[11],"mitigation":[12],"techniques":[13],"are":[14],"keeping":[15],"pace":[16],"with":[17,68],"the":[18,25,48,66,69,82,95,162,168,187,204],"relatively":[19],"infrequent":[20],"presence":[21],"of":[22,29,116,131,159,164,167,186,206],"malicious":[23,74,208],"code,":[24],"rapidly":[26],"increasing":[27],"rate":[28],"development":[31],"makes":[32],"manual":[33],"and":[34,113,134,148,176],"resource-intensive":[35],"automated":[36],"analysis":[37,63],"costly":[38],"at":[39,161],"market-scale.":[40],"To":[41],"address":[42],"this":[43],"resource":[44],"imbalance,":[45],"we":[46,196],"present":[47],"Mobile":[49],"Application":[50],"Security":[51],"Triage":[52],"(MAST)":[53],"architecture,":[54],"tool":[56],"that":[57,93,143,198],"helps":[58],"to":[59,72,124,190],"direct":[60],"scarce":[61],"malware":[62,135,160],"resources":[64],"towards":[65],"applications":[67,109,137,170,209],"greatest":[70],"potential":[71],"exhibit":[73],"behavior.":[75],"MAST":[76,105,123,144,151,177],"analyzes":[77],"attributes":[78],"extracted":[79],"from":[80,110,210],"just":[81],"package":[84],"using":[85,106],"Multiple":[86],"Correspondence":[87],"Analysis":[88],"(MCA),":[89],"statistical":[91],"method":[92],"measures":[94],"correlation":[96],"between":[97],"multiple":[98,174],"categorical":[99],"(i.e.,":[100],"qualitative)":[101],"data.":[102],"We":[103,120],"train":[104],"over":[107],"15,000":[108],"Google":[111],"Play":[112],"dataset":[115],"732":[117],"known-malicious":[118],"applications.":[119],"then":[121],"use":[122],"perform":[125,191],"triage":[126,178,200],"on":[127,171],"three":[128],"third-party":[129],"markets":[130,180],"different":[132],"size":[133],"composition---36,710":[136],"in":[138,181],"total.":[139],"Our":[140],"experiments":[141],"show":[142,197],"both":[146],"effective":[147],"performant.":[149],"Using":[150],"ordered":[152],"ranking,":[153],"malware-analysis":[154],"tools":[155],"can":[156,201],"find":[157],"95%":[158],"cost":[163],"analyzing":[165],"13%":[166],"non-malicious":[169],"average":[172],"across":[173],"markets,":[175],"processes":[179],"less":[182],"than":[183],"quarter":[185],"time":[188],"required":[189],"signature":[192],"detection.":[193],"More":[194],"importantly,":[195],"successful":[199],"dramatically":[202],"reduce":[203],"costs":[205],"removing":[207],"markets.":[211]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":31},{"year":2015,"cited_by_count":28},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2016-06-24T00:00:00"}
