{"id":"https://openalex.org/W2603160474","doi":"https://doi.org/10.1145/3029806.3029825","title":"DroidSieve","display_name":"DroidSieve","publication_year":2017,"publication_date":"2017-03-20","ids":{"openalex":"https://openalex.org/W2603160474","doi":"https://doi.org/10.1145/3029806.3029825","mag":"2603160474"},"language":"en","primary_location":{"id":"doi:10.1145/3029806.3029825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3029806.3029825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh ACM on Conference on Data and Application Security and Privacy","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kclpure.kcl.ac.uk/ws/files/96717063/2017codaspy_droidsieve.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004037873","display_name":"Guillermo Su\u00e1rez\u2010Tangil","orcid":"https://orcid.org/0000-0002-0455-2553"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Guillermo Suarez-Tangil","raw_affiliation_strings":["Royal Holloway, University of London, Egham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Holloway, University of London, Egham, United Kingdom","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004997665","display_name":"Santanu Kumar Dash","orcid":"https://orcid.org/0000-0002-5674-8531"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Santanu Kumar Dash","raw_affiliation_strings":["Royal Holloway, University of London, Egham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Holloway, University of London, Egham, United Kingdom","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005759437","display_name":"Mansour Ahmadi","orcid":null},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mansour Ahmadi","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044468650","display_name":"Johannes Kinder","orcid":"https://orcid.org/0000-0002-8594-7839"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Johannes Kinder","raw_affiliation_strings":["Royal Holloway, University of London, Egham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Holloway, University of London, Egham, United Kingdom","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075367917","display_name":"Giorgio Giacinto","orcid":"https://orcid.org/0000-0002-5759-3017"},"institutions":[{"id":"https://openalex.org/I172446870","display_name":"University of Cagliari","ror":"https://ror.org/003109y17","country_code":"IT","type":"education","lineage":["https://openalex.org/I172446870"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Giacinto","raw_affiliation_strings":["University of Cagliari, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Cagliari, Cagliari, Italy","institution_ids":["https://openalex.org/I172446870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036908366","display_name":"Lorenzo Cavallaro","orcid":"https://orcid.org/0000-0002-3878-2680"},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lorenzo Cavallaro","raw_affiliation_strings":["Royal Holloway, University of London, Egham, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Royal Holloway, University of London, Egham, United Kingdom","institution_ids":["https://openalex.org/I184558857"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004037873"],"corresponding_institution_ids":["https://openalex.org/I184558857"],"apc_list":null,"apc_paid":null,"fwci":15.6973,"has_fulltext":true,"cited_by_count":198,"citation_normalized_percentile":{"value":0.99473396,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"309","last_page":"320"},"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":0.9846000075340271,"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":0.9825000166893005,"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":0.8910757899284363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8406943678855896},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.750968873500824},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.7342495918273926},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.5884944796562195},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5834835767745972},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.5699758529663086},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5066753029823303},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40012407302856445},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3906174898147583},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.26786911487579346},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11449259519577026}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8910757899284363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8406943678855896},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.750968873500824},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.7342495918273926},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5884944796562195},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5834835767745972},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.5699758529663086},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5066753029823303},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40012407302856445},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3906174898147583},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.26786911487579346},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11449259519577026}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3029806.3029825","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3029806.3029825","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Seventh ACM on Conference on Data and Application Security and Privacy","raw_type":"proceedings-article"},{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/fdb5015b-c5f9-48cd-88de-8ace45634dcb","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/fdb5015b-c5f9-48cd-88de-8ace45634dcb","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/96717063/2017codaspy_droidsieve.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Suarez-Tangil, G, Dash, S K, Ahmadi, M, Kinder, J, Giacinto, G & Cavallaro, L 2017, DroidSieve : Fast and accurate classification of obfuscated android malware. in ACM on Conference on Data and Application Security and Privacy (CODASPY). https://doi.org/10.1145/3029806.3029825","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:iris.unica.it:11584/212416","is_oa":false,"landing_page_url":"http://hdl.handle.net/11584/212416","pdf_url":null,"source":{"id":"https://openalex.org/S4377196293","display_name":"UNICA IRIS Institutional Research Information System (University of Cagliari)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172446870","host_organization_name":"University of Cagliari","host_organization_lineage":["https://openalex.org/I172446870"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:kclpure.kcl.ac.uk:publications/fdb5015b-c5f9-48cd-88de-8ace45634dcb","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/fdb5015b-c5f9-48cd-88de-8ace45634dcb","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/96717063/2017codaspy_droidsieve.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Suarez-Tangil, G, Dash, S K, Ahmadi, M, Kinder, J, Giacinto, G & Cavallaro, L 2017, DroidSieve : Fast and accurate classification of obfuscated android malware. in ACM on Conference on Data and Application Security and Privacy (CODASPY). https://doi.org/10.1145/3029806.3029825","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5653216463","display_name":"MobSec: Malware and Security in the Mobile Age","funder_award_id":"EP/L022710/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8250054397","display_name":null,"funder_award_id":"EP/L022710/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2603160474.pdf","grobid_xml":"https://content.openalex.org/works/W2603160474.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W121173099","https://openalex.org/W158824538","https://openalex.org/W347692644","https://openalex.org/W1491356120","https://openalex.org/W1567046609","https://openalex.org/W1647869403","https://openalex.org/W1943233084","https://openalex.org/W1985686072","https://openalex.org/W2013640190","https://openalex.org/W2014390890","https://openalex.org/W2056132907","https://openalex.org/W2071536101","https://openalex.org/W2082190528","https://openalex.org/W2085700758","https://openalex.org/W2095577883","https://openalex.org/W2106525823","https://openalex.org/W2122672392","https://openalex.org/W2123519624","https://openalex.org/W2125011234","https://openalex.org/W2144906988","https://openalex.org/W2150295085","https://openalex.org/W2152149943","https://openalex.org/W2166743230","https://openalex.org/W2167003418","https://openalex.org/W2168103835","https://openalex.org/W2169178923","https://openalex.org/W2205158099","https://openalex.org/W2220697891","https://openalex.org/W2267635142","https://openalex.org/W2295833529","https://openalex.org/W2295915781","https://openalex.org/W2314464932","https://openalex.org/W2324464293","https://openalex.org/W2334842536","https://openalex.org/W2487124337","https://openalex.org/W2534602447","https://openalex.org/W2564186131","https://openalex.org/W2606211438","https://openalex.org/W2607074821","https://openalex.org/W3111818035","https://openalex.org/W6682222085"],"related_works":["https://openalex.org/W2620652965","https://openalex.org/W2024170198","https://openalex.org/W4296272594","https://openalex.org/W2900526031","https://openalex.org/W2128507946","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W2791662519","https://openalex.org/W4387947354","https://openalex.org/W3036603968"],"abstract_inverted_index":{"With":[0],"more":[1],"than":[2],"two":[3],"million":[4],"applications,":[5],"Android":[6,61,71],"marketplaces":[7],"require":[8],"automatic":[9],"and":[10,82],"scalable":[11],"methods":[12],"to":[13,84,105],"efficiently":[14],"vet":[15],"apps":[16],"for":[17,36,58],"the":[18,29,45,94],"absence":[19],"of":[20,31,48,108],"malicious":[21,97],"threats.":[22],"Recent":[23],"techniques":[24],"have":[25],"successfully":[26],"relied":[27],"on":[28,75],"extraction":[30],"lightweight":[32],"syntactic":[33],"features":[34,50],"suitable":[35,57],"machine":[37],"learning":[38],"classification,":[39],"but":[40],"despite":[41],"their":[42,55],"promising":[43],"results,":[44],"very":[46],"nature":[47],"such":[49],"suggest":[51],"they":[52],"would":[53],"unlikely--on":[54],"own--be":[56],"detecting":[59],"obfuscated":[60],"malware.":[62,110],"To":[63],"address":[64],"this":[65],"challenge,":[66],"we":[67],"propose":[68],"DroidSieve,":[69],"an":[70],"malware":[72],"classifier":[73],"based":[74],"static":[76],"analysis":[77],"that":[78],"is":[79,96],"fast,":[80],"accurate,":[81],"resilient":[83],"obfuscation.":[85],"For":[86],"a":[87,106],"given":[88],"app,":[89],"DroidSieve":[90],"first":[91],"decides":[92],"whether":[93],"app":[95],"and,":[98],"if":[99],"so,":[100],"classifies":[101],"it":[102],"as":[103],"belonging":[104],"family":[107],"related":[109]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":16},{"year":2022,"cited_by_count":22},{"year":2021,"cited_by_count":37},{"year":2020,"cited_by_count":28},{"year":2019,"cited_by_count":27},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2017-04-07T00:00:00"}
