{"id":"https://openalex.org/W2994944553","doi":"https://doi.org/10.1145/3368926.3369702","title":"CFDVex","display_name":"CFDVex","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2994944553","doi":"https://doi.org/10.1145/3368926.3369702","mag":"2994944553"},"language":"en","primary_location":{"id":"doi:10.1145/3368926.3369702","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368926.3369702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Symposium on Information and Communication Technology - SoICT 2019","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/A5055449937","display_name":"Tran Nghi Phu","orcid":"https://orcid.org/0000-0003-0565-7274"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tran Nghi Phu","raw_affiliation_strings":["VNU University of Engineering and Technology, People's Security Academy (PSA), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology, People's Security Academy (PSA), Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007079556","display_name":"Le Huy Hoang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Le Huy Hoang","raw_affiliation_strings":["People's Security Academy (PSA), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"People's Security Academy (PSA), Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003172151","display_name":"Nguyen Ngoc Toan","orcid":"https://orcid.org/0009-0003-2317-9867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen Ngoc Toan","raw_affiliation_strings":["People's Security Academy (PSA), Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"People's Security Academy (PSA), Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045817071","display_name":"Nguyen Dai Tho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nguyen Dai Tho","raw_affiliation_strings":["VNU University of Engineering and Technology Hanoi, Vietnam UMI UMMISCO (IRD/UPMC)"],"affiliations":[{"raw_affiliation_string":"VNU University of Engineering and Technology Hanoi, Vietnam UMI UMMISCO (IRD/UPMC)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103934807","display_name":"Nguy\u1ec5n Ng\u1ecdc B\u00ecnh","orcid":null},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Nguyen Ngoc Binh","raw_affiliation_strings":["The Kyoto College of Graduate Studies for Informatics (KCGI), Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"The Kyoto College of Graduate Studies for Informatics (KCGI), Kyoto, Japan","institution_ids":["https://openalex.org/I39012071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5055449937"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6586,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85172456,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"254"},"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":0.9970999956130981,"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":0.9923999905586243,"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":0.9209995865821838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8251330852508545},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6855378150939941},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5500530004501343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4738110601902008},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4523915648460388},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.42872172594070435},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.42077112197875977},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4146113395690918},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37579819560050964},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32599377632141113},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.23968374729156494},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20869186520576477}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9209995865821838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8251330852508545},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6855378150939941},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5500530004501343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4738110601902008},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4523915648460388},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.42872172594070435},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.42077112197875977},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4146113395690918},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37579819560050964},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32599377632141113},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.23968374729156494},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20869186520576477},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3368926.3369702","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3368926.3369702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Tenth International Symposium on Information and Communication Technology - SoICT 2019","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W36091977","https://openalex.org/W190324853","https://openalex.org/W200681053","https://openalex.org/W1482612322","https://openalex.org/W1669806660","https://openalex.org/W2030767436","https://openalex.org/W2034938003","https://openalex.org/W2041406732","https://openalex.org/W2045756085","https://openalex.org/W2075715173","https://openalex.org/W2079215333","https://openalex.org/W2091618476","https://openalex.org/W2091669653","https://openalex.org/W2100151287","https://openalex.org/W2119251836","https://openalex.org/W2119812052","https://openalex.org/W2156858199","https://openalex.org/W2160248455","https://openalex.org/W2198435130","https://openalex.org/W2360903897","https://openalex.org/W2435251607","https://openalex.org/W2514974017","https://openalex.org/W2734719707","https://openalex.org/W2765186819","https://openalex.org/W2767373589","https://openalex.org/W2887921593","https://openalex.org/W2902209387","https://openalex.org/W2990612420","https://openalex.org/W3097208766","https://openalex.org/W4239035626","https://openalex.org/W6608206699"],"related_works":["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/W3152891574","https://openalex.org/W2249809453","https://openalex.org/W4284893819","https://openalex.org/W4316881845"],"abstract_inverted_index":{"The":[0],"widespread":[1],"adoption":[2],"of":[3,5,20,46,85,126],"Internet":[4],"Things":[6],"(IoT)":[7],"devices":[8,38],"built":[9],"on":[10,37,49,59,65,89],"different":[11],"architectures":[12,51],"gave":[13],"rise":[14],"to":[15,77],"the":[16,56,86,116,120],"creation":[17],"and":[18,61,67,128],"development":[19],"multi-architecture":[21],"malware":[22,27,35,47,99,118],"for":[23,55,97,119],"mass":[24],"compromise.":[25],"Cross-architecture":[26],"detection":[28,48],"plays":[29],"an":[30],"important":[31],"role":[32],"in":[33],"detecting":[34],"early":[36],"using":[39],"new":[40,60],"or":[41],"strange":[42],"architectures.":[43],"Prior":[44],"knowledge":[45],"traditional":[50],"can":[52],"be":[53],"inherited":[54],"same":[57],"task":[58],"uncommon":[62],"ones.":[63],"Basing":[64],"CFD":[66],"Vex":[68],"intermediate":[69],"representation,":[70],"we":[71],"propose":[72],"a":[73,104],"feature":[74],"selection":[75],"method":[76,113],"detect":[78,115],"cross-architecture":[79,98],"malware,":[80],"called":[81],"CFDVex.":[82],"Experimental":[83],"evaluation":[84],"proposed":[87],"approach":[88],"our":[90,112],"large":[91],"IoT":[92,117],"dataset":[93],"achieved":[94],"good":[95],"results":[96],"detection.":[100],"We":[101],"only":[102],"trained":[103],"SVM":[105],"model":[106],"by":[107],"Intel":[108],"80386":[109],"architecture":[110,122],"samples,":[111],"could":[114],"MIPS":[121],"samples":[123],"with":[124],"95.72%":[125],"accuracy":[127],"2.81%":[129],"false":[130],"positive":[131],"rate.":[132]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2019-12-26T00:00:00"}
