{"id":"https://openalex.org/W2545150312","doi":"https://doi.org/10.1109/pst.2016.7906945","title":"Dynamic graph-based malware classifier","display_name":"Dynamic graph-based malware classifier","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2545150312","doi":"https://doi.org/10.1109/pst.2016.7906945","mag":"2545150312"},"language":"en","primary_location":{"id":"doi:10.1109/pst.2016.7906945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst.2016.7906945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 14th Annual Conference on Privacy, Security and Trust (PST)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5010854915","display_name":"Hossein Hadian Jazi","orcid":null},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hossein Hadian Jazi","raw_affiliation_strings":["Faculty of Computer Science, University of NewBrunswick, Fredericton, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, University of NewBrunswick, Fredericton, Canada","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034685391","display_name":"Ali A. Ghorbani","orcid":"https://orcid.org/0000-0001-9189-6268"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali A. Ghorbani","raw_affiliation_strings":["University of New Brunswick, Fredericton, NB, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Brunswick, Fredericton, NB, CA","institution_ids":["https://openalex.org/I106938459"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I106938459"],"apc_list":null,"apc_paid":null,"fwci":0.6596,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65588312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"112","last_page":"120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9387000203132629,"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":0.9298999905586243,"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/computer-science","display_name":"Computer science","score":0.7381575107574463},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.6499618887901306},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5308614373207092},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4576167166233063},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.4363619089126587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7381575107574463},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.6499618887901306},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5308614373207092},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4576167166233063},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4363619089126587},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/pst.2016.7906945","is_oa":false,"landing_page_url":"https://doi.org/10.1109/pst.2016.7906945","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 14th Annual Conference on Privacy, Security and Trust (PST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W138996787","https://openalex.org/W150153386","https://openalex.org/W1546931978","https://openalex.org/W1553801604","https://openalex.org/W1555363900","https://openalex.org/W1573286687","https://openalex.org/W1604459715","https://openalex.org/W1690253345","https://openalex.org/W1956767865","https://openalex.org/W1966021170","https://openalex.org/W1971911274","https://openalex.org/W2000441249","https://openalex.org/W2001487532","https://openalex.org/W2011009207","https://openalex.org/W2018428473","https://openalex.org/W2043507283","https://openalex.org/W2044751544","https://openalex.org/W2053001225","https://openalex.org/W2054093027","https://openalex.org/W2068211976","https://openalex.org/W2098262260","https://openalex.org/W2110578405","https://openalex.org/W2111741004","https://openalex.org/W2124659400","https://openalex.org/W2126401948","https://openalex.org/W2126753728","https://openalex.org/W2127969088","https://openalex.org/W2140807364","https://openalex.org/W2148542813","https://openalex.org/W2998066361","https://openalex.org/W4285719527","https://openalex.org/W6605603782","https://openalex.org/W6632394869","https://openalex.org/W6633398199","https://openalex.org/W6640826072","https://openalex.org/W6643129187"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W2249809453"],"abstract_inverted_index":{"Due":[0],"to":[1,33,70,147,163,187],"the":[2,10,35,56,60,71,75,84,112,119,125,137,144,164,170,201],"vast":[3],"majority":[4],"of":[5,14,18,38,55,63,73,77,114,139,155,172,203],"obfuscation":[6],"techniques":[7],"employed":[8,85],"by":[9,83,93],"malware":[11,19,134,198],"authors,":[12],"extraction":[13],"a":[15,39,95,131],"high-level":[16],"representation":[17],"structure":[20],"is":[21,80,92,143],"an":[22,181],"efficient":[23],"way":[24],"in":[25,42,111],"this":[26,140,142,177],"regard.":[27],"High-level":[28],"graph":[29,86,90,99,115],"representations":[30],"are":[31],"able":[32],"represent":[34],"main":[36],"functionality":[37],"given":[40],"sample":[41],"more":[43,157],"abstract":[44],"way.":[45],"The":[46],"graph-based":[47,127,133],"approaches":[48,79],"have":[49,107],"mostly":[50],"revolved":[51],"around":[52],"static":[53,65],"analysis":[54,161],"binary":[57],"and":[58,149,168],"share":[59],"common":[61],"drawbacks":[62],"any":[64],"based":[66],"approaches.":[67],"In":[68,153],"addition":[69],"type":[72],"analysis,":[74],"scalability":[76],"these":[78],"also":[81],"affected":[82],"comparison":[87,91,100,173],"algorithm.":[88],"Full":[89],"itself":[94],"NP-hard":[96],"problem.":[97],"Approximated":[98],"algorithms":[101],"such":[102],"as":[103],"Graph":[104],"Edit":[105],"Distance":[106],"been":[108],"commonly":[109],"studied":[110],"field":[113],"classification.":[116],"To":[117,175],"address":[118,176],"two":[120,196],"major":[121],"weaknesses":[122],"involved":[123],"with":[124,195],"current":[126],"approaches,":[128],"we":[129,179],"propose":[130],"dynamic":[132,151,160],"classifier.":[135],"At":[136],"time":[138],"proposal,":[141],"first":[145],"attempt":[146],"generate":[148],"classify":[150],"graphs.":[152],"spite":[154],"providing":[156],"accurate":[158],"graphs,":[159,167],"leads":[162],"generating":[165],"larger":[166],"aggravating":[169],"problem":[171,178],"measurement.":[174],"modify":[180],"existing":[182],"algorithm":[183],"called":[184],"Simulated":[185],"Annealing":[186],"reduce":[188],"computational":[189],"complexity.":[190],"Our":[191],"comparative":[192],"experimental":[193],"results":[194],"other":[197],"classifiers":[199],"confirm":[200],"effectiveness":[202],"our":[204],"framework.":[205]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
