{"id":"https://openalex.org/W1970635365","doi":"https://doi.org/10.1145/2811411.2811543","title":"Extracting representative API patterns of malware families using multiple sequence alignments","display_name":"Extracting representative API patterns of malware families using multiple sequence alignments","publication_year":2015,"publication_date":"2015-10-09","ids":{"openalex":"https://openalex.org/W1970635365","doi":"https://doi.org/10.1145/2811411.2811543","mag":"1970635365"},"language":"en","primary_location":{"id":"doi:10.1145/2811411.2811543","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811411.2811543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on research in adaptive and convergent systems","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/A5040653022","display_name":"In Kyeom Cho","orcid":null},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"In Kyeom Cho","raw_affiliation_strings":["Hanyang University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009979103","display_name":"Eul Gyu Im","orcid":"https://orcid.org/0000-0002-4130-513X"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Eul Gyu Im","raw_affiliation_strings":["Hanyang University, Seoul, Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":2.0293,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.87138338,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"313"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9821000099182129,"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":0.980400025844574,"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":0.9556366205215454},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7689712047576904},{"id":"https://openalex.org/keywords/sandbox","display_name":"Sandbox (software development)","score":0.6538280844688416},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.5096220970153809},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.487196147441864},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4843800961971283},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.4717101752758026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42968830466270447},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.42251765727996826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3409108519554138},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1502942144870758},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12634235620498657},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07951560616493225}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9556366205215454},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7689712047576904},{"id":"https://openalex.org/C167981075","wikidata":"https://www.wikidata.org/wiki/Q2667186","display_name":"Sandbox (software development)","level":2,"score":0.6538280844688416},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.5096220970153809},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.487196147441864},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4843800961971283},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.4717101752758026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42968830466270447},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.42251765727996826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3409108519554138},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1502942144870758},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12634235620498657},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07951560616493225},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2811411.2811543","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2811411.2811543","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 Conference on research in adaptive and convergent systems","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.hanyang.ac.kr:20.500.11754/28246","is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?doid=2811411.2811543","pdf_url":null,"source":{"id":"https://openalex.org/S4306401328","display_name":"The Royal Society of Chemistry\u2019s Journals, Books and Databases (The Royal Society of Chemistry)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2751430930","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/I2751430930"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W165688198","https://openalex.org/W192227941","https://openalex.org/W1482228399","https://openalex.org/W1499329733","https://openalex.org/W1592614241","https://openalex.org/W1994020507","https://openalex.org/W1996681309","https://openalex.org/W2002638840","https://openalex.org/W2032518334","https://openalex.org/W2034938003","https://openalex.org/W2042058229","https://openalex.org/W2053663417","https://openalex.org/W2065311994","https://openalex.org/W2094031081","https://openalex.org/W2095581275","https://openalex.org/W2095648812","https://openalex.org/W2111038628","https://openalex.org/W2111574103","https://openalex.org/W2132874238","https://openalex.org/W2144083192","https://openalex.org/W2144362290","https://openalex.org/W2930291257","https://openalex.org/W6635396241"],"related_works":["https://openalex.org/W2034129977","https://openalex.org/W3099773647","https://openalex.org/W1745773915","https://openalex.org/W2765820957","https://openalex.org/W2294212083","https://openalex.org/W4367595269","https://openalex.org/W2439951656","https://openalex.org/W2143732108","https://openalex.org/W2160606508","https://openalex.org/W1998188341"],"abstract_inverted_index":{"Nowadays":[0],"malware":[1,41,66,78,109,137,168],"developers":[2],"use":[3],"various":[4],"techniques":[5],"to":[6,37,54,74,108,126,135,166],"avoid":[7],"detection":[8,19,46],"of":[9,14,64,85,123,147,152],"antivirus":[10],"software.":[11],"For":[12],"variants":[13,138],"malware,":[15,86],"existing":[16],"signature":[17],"based":[18,45],"method":[20,162],"could":[21],"be":[22,164],"avoidable":[23],"because":[24],"those":[25],"have":[26],"some":[27],"differences":[28],"in":[29,102],"static":[30],"information":[31],"like":[32],"code":[33],"or":[34],"strings.":[35],"Therefore,":[36],"detect":[38],"and":[39,113,142],"classify":[40,136,167],"variants,":[42],"a":[43,52,56,65,87,97],"behavior":[44],"is":[47],"required.":[48],"This":[49],"paper":[50],"proposes":[51],"technique":[53],"extract":[55,81],"representative":[57,115,149],"API":[58,61,82,110,116,130,150],"pattern":[59,117,151],"from":[60,120],"call":[62,83,111],"sequences":[63,84],"family":[67],"using":[68],"multiple":[69],"sequence":[70],"alignment":[71],"(MSA)":[72],"algorithm":[73,100],"measure":[75],"similarities":[76],"among":[77],"variants.":[79],"To":[80],"sandbox":[88],"tool":[89],"was":[90,106,118],"used.":[91],"After":[92],"that,":[93],"the":[94,103,114,121,128,148],"Clustal":[95],"algorithm,":[96],"popular":[98],"MSA":[99],"used":[101,134],"Bioinformatics":[104],"field,":[105],"applied":[107],"sequences,":[112],"extracted":[119,129],"results":[122,157],"MSA.":[124],"Experiments":[125],"test":[127],"patterns":[131],"that":[132,159],"are":[133],"were":[139],"carried":[140],"out,":[141],"we":[143],"measured":[144],"classification":[145],"accuracy":[146],"each":[153],"family.":[154],"The":[155],"experimental":[156],"show":[158],"our":[160],"proposed":[161],"can":[163],"effective":[165],"families.":[169]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
