{"id":"https://openalex.org/W2169492277","doi":"https://doi.org/10.4304/jcp.4.5.405-414","title":"Efficient Virus Detection Using Dynamic Instruction Sequences","display_name":"Efficient Virus Detection Using Dynamic Instruction Sequences","publication_year":2009,"publication_date":"2009-05-01","ids":{"openalex":"https://openalex.org/W2169492277","doi":"https://doi.org/10.4304/jcp.4.5.405-414","mag":"2169492277"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.4.5.405-414","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.5.405-414","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2000/12334","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007254650","display_name":"Jianyong Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianyong Dai","raw_affiliation_strings":["University of central florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of central florida","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103419148","display_name":"Ratan K. Guha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ratan Guha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5032900092","display_name":"Joohan Lee","orcid":"https://orcid.org/0000-0003-2382-7054"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joohan Lee","raw_affiliation_strings":["University of central florida"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of central florida","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5364,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.89086758,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"4","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9986000061035156,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6678836345672607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6678836345672607}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.4304/jcp.4.5.405-414","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.4.5.405-414","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.330.3705","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.330.3705","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.academypublisher.com/jcp/vol04/no05/jcp0405405414.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.499.9695","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.499.9695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.scs-europe.net/conf/ecms2008/ecms2008 CD/hpcs2008 pdf/hpcs08W1-9.pdf","raw_type":"text"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-13333","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/12334","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2000-13333","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2000/12334","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2000s","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6299999952316284,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W101893524","https://openalex.org/W1482228399","https://openalex.org/W1484413656","https://openalex.org/W1498585374","https://openalex.org/W1503224444","https://openalex.org/W1506285740","https://openalex.org/W1512561322","https://openalex.org/W1544837488","https://openalex.org/W1564075167","https://openalex.org/W1583975142","https://openalex.org/W1595564425","https://openalex.org/W1941427975","https://openalex.org/W1992572515","https://openalex.org/W2012908927","https://openalex.org/W2029653641","https://openalex.org/W2064853889","https://openalex.org/W2099053789","https://openalex.org/W2102039064","https://openalex.org/W2125055259","https://openalex.org/W2129860818","https://openalex.org/W2131523719","https://openalex.org/W2132504937","https://openalex.org/W2140190241","https://openalex.org/W2144112223","https://openalex.org/W2145056020","https://openalex.org/W2148603752","https://openalex.org/W2166462894","https://openalex.org/W2170770919","https://openalex.org/W2911964244","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Abstract":[0],"\u2014":[1],"In":[2],"this":[3,82],"paper,":[4],"we":[5,56,85],"present":[6],"a":[7,52,65,97],"novel":[8],"approach":[9,147],"to":[10,68,103,119,132],"detect":[11],"unknown":[12,26,92],"virus":[13],"using":[14],"dynamic":[15],"instruction":[16,23,30,37,45,70,106,130],"sequences":[17,24,31,107,131],"mining":[18,54],"techniques.":[19],"We":[20,35,94],"collect":[21],"runtime":[22,105],"from":[25,73,129],"executables":[27],"and":[28,62,76,151],"organize":[29],"into":[32],"basic":[33,49],"blocks.":[34,50],"extract":[36],"sequence":[38],"patterns":[39,72],"based":[40,124],"on":[41,125],"three":[42],"types":[43],"of":[44,90,108],"associations":[46],"within":[47],"derived":[48,116],"Following":[51],"data":[53],"process,":[55],"perform":[57],"feature":[58,60],"extraction,":[59],"selection":[61],"then":[63],"build":[64,96],"classification":[66,83,117],"model":[67,118],"learn":[69],"association":[71],"both":[74],"benign":[75,139],"malicious":[77],"dataset":[78],"automatically.":[79],"By":[80],"applying":[81],"model,":[84],"can":[86],"predict":[87],"the":[88,115,126,135],"nature":[89],"an":[91,109,121],"program.":[93,111],"also":[95],"program":[98,137],"monitor":[99,113],"which":[100],"is":[101,138,148],"able":[102],"capture":[104],"arbitrary":[110],"The":[112],"utilizes":[114],"make":[120],"intelligent":[122],"guess":[123],"information":[127],"extracted":[128],"decide":[133],"whether":[134],"tested":[136],"or":[140],"malicious.":[141],"Our":[142],"result":[143],"shows":[144],"that":[145],"our":[146],"accurate,":[149],"reliable":[150],"efficient.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
