{"id":"https://openalex.org/W2075472455","doi":"https://doi.org/10.1109/icnc.2010.5583258","title":"A SVM-based method for detecting computer virus","display_name":"A SVM-based method for detecting computer virus","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2075472455","doi":"https://doi.org/10.1109/icnc.2010.5583258","mag":"2075472455"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2010.5583258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583258","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","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/A5035393368","display_name":"Jingbo Sun","orcid":"https://orcid.org/0000-0002-9380-6147"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jingbo Sun","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","College of Computer Science and Engineering, Changchun University of Technology, 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]},{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, 130012, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344463","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-6857-7696"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Chen","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","College of Computer Science and Engineering, Changchun University of Technology, 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]},{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, 130012, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101495759","display_name":"Fen Hu","orcid":"https://orcid.org/0000-0002-1624-6393"},"institutions":[{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fen Hu","raw_affiliation_strings":["College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","College of Computer Science and Engineering, Changchun University of Technology, 130012, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, Changchun, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]},{"raw_affiliation_string":"College of Computer Science and Engineering, Changchun University of Technology, 130012, China","institution_ids":["https://openalex.org/I4385474403","https://openalex.org/I4385474403"]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035393368"],"corresponding_institution_ids":["https://openalex.org/I4385474403"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.22358591,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"6","issue":null,"first_page":"842","last_page":"844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9814000129699707,"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"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9750999808311462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8293588161468506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.769986629486084},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.7225881814956665},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5808534026145935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5296732187271118},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47055816650390625},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4535256028175354},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.42583489418029785},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34479820728302},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3210027515888214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11407950520515442},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06918209791183472}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8293588161468506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.769986629486084},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.7225881814956665},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5808534026145935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5296732187271118},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47055816650390625},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4535256028175354},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.42583489418029785},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34479820728302},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3210027515888214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11407950520515442},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06918209791183472},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"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":1,"locations":[{"id":"doi:10.1109/icnc.2010.5583258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2010.5583258","pdf_url":null,"source":{"id":"https://openalex.org/S4363608012","display_name":"2010 Sixth International Conference on Natural Computation","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Sixth International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1808644423","https://openalex.org/W1941427975","https://openalex.org/W2139212933","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2158001550","https://openalex.org/W3120421331","https://openalex.org/W4236137412","https://openalex.org/W6638249342"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W2348534359"],"abstract_inverted_index":{"In":[0],"this":[1,82],"paper,":[2],"we":[3],"propose":[4],"a":[5,37,85],"polymorphic":[6],"viruses":[7],"detection":[8],"method":[9,83],"based":[10],"on":[11,23],"support":[12],"vector":[13],"machine":[14],"(SVM)":[15],"in":[16,51],"the":[17,27,34,44,56,62,75,77],"Windows":[18,28],"platform.":[19],"Our":[20],"approach":[21],"rests":[22],"an":[24],"analysis":[25],"using":[26,71,97],"API":[29],"calling":[30,47,53,102],"sequence":[31,48,54],"that":[32,81],"reflects":[33],"behavior":[35],"of":[36,40,100],"particular":[38],"piece":[39],"code.":[41],"By":[42],"extracting":[43],"variable-length":[45],"system":[46,52,101],"or":[49],"patterns":[50],"as":[55],"SVM":[57],"training":[58,88],"data":[59,89],"and":[60,90],"employing":[61],"ReliefF":[63],"algorithm":[64],"for":[65],"estimating":[66],"attributes":[67],"previously":[68],"obtained,":[69],"then":[70],"cross-validation":[72],"to":[73],"experiment":[74],"arguments,":[76],"experimental":[78],"results":[79],"indicate":[80],"generates":[84],"relative":[86],"small":[87],"higher":[91],"accuracy":[92],"than":[93],"traditional":[94],"ways":[95],"which":[96],"fixed":[98],"length":[99],"sequence.":[103]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}