{"id":"https://openalex.org/W2288442770","doi":"https://doi.org/10.1109/malware.2015.7413684","title":"Automatically combining static malware detection techniques","display_name":"Automatically combining static malware detection techniques","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2288442770","doi":"https://doi.org/10.1109/malware.2015.7413684","mag":"2288442770"},"language":"en","primary_location":{"id":"doi:10.1109/malware.2015.7413684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/malware.2015.7413684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th International Conference on Malicious and Unwanted Software (MALWARE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://biblio.ugent.be/publication/7070920/file/7070931.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070527819","display_name":"David De Lille","orcid":null},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"David De Lille","raw_affiliation_strings":["Computer Systems Lab, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Systems Lab, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015140984","display_name":"Bart Coppens","orcid":"https://orcid.org/0000-0002-7628-9264"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bart Coppens","raw_affiliation_strings":["Computer Systems Lab, Ghent University, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Systems Lab, Ghent University, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059504833","display_name":"D. Raghu Raman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daan Raman","raw_affiliation_strings":["NVISO CVBA, Belgium"],"affiliations":[{"raw_affiliation_string":"NVISO CVBA, Belgium","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090947977","display_name":"Bjorn De Sutter","orcid":"https://orcid.org/0000-0003-0317-2089"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bjorn De Sutter","raw_affiliation_strings":["Computer Systems Lab, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Computer Systems Lab, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070527819"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.15868642,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"127","issue":null,"first_page":"48","last_page":"55"},"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":0.996999979019165,"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/T10260","display_name":"Software Engineering Research","score":0.9883000254631042,"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/malware","display_name":"Malware","score":0.890092134475708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8385915756225586},{"id":"https://openalex.org/keywords/android-malware","display_name":"Android malware","score":0.7480691075325012},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6115090847015381},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.575721025466919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5577763915061951},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5541467666625977},{"id":"https://openalex.org/keywords/static-analysis","display_name":"Static analysis","score":0.5167550444602966},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4985392093658447},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.4335682988166809},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4178617596626282},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14191991090774536},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.11044299602508545},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07198822498321533}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.890092134475708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8385915756225586},{"id":"https://openalex.org/C2989133298","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android malware","level":3,"score":0.7480691075325012},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6115090847015381},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.575721025466919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577763915061951},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5541467666625977},{"id":"https://openalex.org/C97686452","wikidata":"https://www.wikidata.org/wiki/Q7604153","display_name":"Static analysis","level":2,"score":0.5167550444602966},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4985392093658447},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.4335682988166809},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4178617596626282},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14191991090774536},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.11044299602508545},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07198822498321533},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/malware.2015.7413684","is_oa":false,"landing_page_url":"https://doi.org/10.1109/malware.2015.7413684","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 10th International Conference on Malicious and Unwanted Software (MALWARE)","raw_type":"proceedings-article"},{"id":"pmh:oai:archive.ugent.be:7070920","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-7070920","pdf_url":"https://biblio.ugent.be/publication/7070920/file/7070931.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISBN: 978-1-5090-0319-8","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.703.5102","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.703.5102","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://users.elis.ugent.be/%7Ebrdsutte/research/publications/2015MALCONdelille.pdf","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:archive.ugent.be:7070920","is_oa":true,"landing_page_url":"http://hdl.handle.net/1854/LU-7070920","pdf_url":"https://biblio.ugent.be/publication/7070920/file/7070931.pdf","source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"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":"ISBN: 978-1-5090-0319-8","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.44999998807907104,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2288442770.pdf","grobid_xml":"https://content.openalex.org/works/W2288442770.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W87848775","https://openalex.org/W1560597350","https://openalex.org/W1570448133","https://openalex.org/W1589187426","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1943233084","https://openalex.org/W2003276999","https://openalex.org/W2058180826","https://openalex.org/W2085700758","https://openalex.org/W2092942461","https://openalex.org/W2119821739","https://openalex.org/W2122111042","https://openalex.org/W2125011234","https://openalex.org/W2147409005","https://openalex.org/W2149706766","https://openalex.org/W2152136853","https://openalex.org/W2158698691","https://openalex.org/W3135358928","https://openalex.org/W4232122439","https://openalex.org/W4236137412","https://openalex.org/W4239510810","https://openalex.org/W4242464423","https://openalex.org/W4249794842","https://openalex.org/W4312531999","https://openalex.org/W6603522700","https://openalex.org/W6681842581"],"related_works":["https://openalex.org/W2782775281","https://openalex.org/W2560361988","https://openalex.org/W2507113366","https://openalex.org/W2610659201","https://openalex.org/W2591124010","https://openalex.org/W65788704","https://openalex.org/W2717179875","https://openalex.org/W4249118297","https://openalex.org/W2791662519","https://openalex.org/W3036603968"],"abstract_inverted_index":{"Malware":[0],"detection":[1,30],"techniques":[2,23,31,59],"come":[3],"in":[4],"many":[5],"different":[6,10],"flavors,":[7],"and":[8,12,55],"cover":[9],"effectiveness":[11],"efficiency":[13],"trade-offs.":[14],"This":[15],"paper":[16],"evaluates":[17],"a":[18],"number":[19],"of":[20],"machine":[21],"learning":[22],"to":[24,42],"combine":[25],"multiple":[26],"static":[27],"Android":[28],"malware":[29],"using":[32],"automatically":[33],"constructed":[34],"decision":[35],"trees.":[36,45],"We":[37,46],"identify":[38],"the":[39,44],"best":[40],"methods":[41],"construct":[43],"demonstrate":[47],"that":[48],"those":[49],"trees":[50],"classify":[51],"sample":[52],"apps":[53],"better":[54],"faster":[56],"than":[57],"individual":[58],"alone.":[60]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}