{"id":"https://openalex.org/W2801554782","doi":"https://doi.org/10.4018/ijamc.2018070101","title":"Advancing Malware Classification With an Evolving Clustering Method","display_name":"Advancing Malware Classification With an Evolving Clustering Method","publication_year":2018,"publication_date":"2018-04-16","ids":{"openalex":"https://openalex.org/W2801554782","doi":"https://doi.org/10.4018/ijamc.2018070101","mag":"2801554782"},"language":"en","primary_location":{"id":"doi:10.4018/ijamc.2018070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijamc.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S7509020","display_name":"International Journal of Applied Metaheuristic Computing","issn_l":"1947-8283","issn":["1947-8283","1947-8291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Metaheuristic Computing","raw_type":"journal-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/A5066946316","display_name":"Chia-Mei Chen","orcid":"https://orcid.org/0000-0002-4361-0461"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chia-Mei Chen","raw_affiliation_strings":["Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100707116","display_name":"Shihao Wang","orcid":"https://orcid.org/0000-0002-8688-1034"},"institutions":[{"id":"https://openalex.org/I142974352","display_name":"National Sun Yat-sen University","ror":"https://ror.org/00mjawt10","country_code":"TW","type":"education","lineage":["https://openalex.org/I142974352"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shi-Hao Wang","raw_affiliation_strings":["Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Information Management, National Sun Yat-sen University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I142974352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066946316"],"corresponding_institution_ids":["https://openalex.org/I142974352"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03871909,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":"3","first_page":"1","last_page":"12"},"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":0.9994999766349792,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9840999841690063,"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":0.9596868753433228},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7878252267837524},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.675429105758667},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5578076839447021},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.5373659729957581},{"id":"https://openalex.org/keywords/honeypot","display_name":"Honeypot","score":0.5035800337791443},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5029839873313904},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47647425532341003},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.45890161395072937},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.45399388670921326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4458589255809784},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.41839542984962463}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9596868753433228},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7878252267837524},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.675429105758667},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5578076839447021},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.5373659729957581},{"id":"https://openalex.org/C191267431","wikidata":"https://www.wikidata.org/wiki/Q911932","display_name":"Honeypot","level":2,"score":0.5035800337791443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5029839873313904},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47647425532341003},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.45890161395072937},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.45399388670921326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4458589255809784},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.41839542984962463},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijamc.2018070101","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijamc.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S7509020","display_name":"International Journal of Applied Metaheuristic Computing","issn_l":"1947-8283","issn":["1947-8283","1947-8291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Applied Metaheuristic Computing","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jamc00:v:9:y:2018:i:3:p:1-12","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/IJAMC.2018070101","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W62298501","https://openalex.org/W1760401052","https://openalex.org/W1986778261","https://openalex.org/W2010065958","https://openalex.org/W2013912904","https://openalex.org/W2016052119","https://openalex.org/W2040510674","https://openalex.org/W2074840958","https://openalex.org/W2076769479","https://openalex.org/W2085698608","https://openalex.org/W2111541427","https://openalex.org/W2121412398","https://openalex.org/W2121749752","https://openalex.org/W2124659400","https://openalex.org/W2127218421","https://openalex.org/W2146659255","https://openalex.org/W2152442131","https://openalex.org/W2154223969","https://openalex.org/W2164163973","https://openalex.org/W2165335284","https://openalex.org/W2261354734","https://openalex.org/W2660965249","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1522996108","https://openalex.org/W2312996858","https://openalex.org/W2392120181","https://openalex.org/W2307276533","https://openalex.org/W2390124310","https://openalex.org/W2594597562","https://openalex.org/W2768892939","https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2134874482"],"abstract_inverted_index":{"This":[0,102],"article":[1],"describes":[2],"how":[3],"honeypots":[4],"and":[5,23,29,35,42,48,69,83,98,116],"intrusion":[6],"detection":[7],"systems":[8],"serve":[9],"as":[10],"major":[11],"mechanisms":[12],"for":[13,25],"security":[14],"administrators":[15,109],"to":[16,78,85,110],"collect":[17],"a":[18,112],"variety":[19,34],"of":[20,37,71,124],"sample":[21],"viruses":[22],"malware":[24,38,59,72,80,113,119],"further":[26],"analysis,":[27],"classification,":[28],"system":[30],"protection.":[31],"However,":[32],"increased":[33],"complexity":[36],"makes":[39],"the":[40,67,90,122,129],"analysis":[41,97],"classification":[43,74,81,93,104,114],"challenging,":[44],"especially":[45],"when":[46],"efficiency":[47],"timely":[49],"response":[50],"are":[51],"two":[52],"contradictory":[53],"yet":[54],"equally":[55],"significant":[56],"criteria":[57],"in":[58],"classification.":[60],"Besides,":[61],"similarity-based":[62],"classifications":[63,120],"exhibit":[64],"insufficiency":[65],"because":[66],"mutation":[68],"fuzzification":[70],"exacerbate":[73],"difficulties.":[75],"In":[76],"order":[77],"improve":[79],"speed":[82],"attend":[84],"mutation,":[86],"this":[87],"research":[88],"proposes":[89],"ameliorated":[91],"progressive":[92],"that":[94],"integrates":[95],"static":[96],"improved":[99],"k-means":[100],"algorithm.":[101],"proposed":[103],"aims":[105],"at":[106],"assisting":[107],"network":[108],"have":[111],"preprocess":[115],"make":[117],"efficient":[118],"upon":[121],"capture":[123],"new":[125],"malware,":[126],"thus":[127],"enhancing":[128],"defense":[130],"against":[131],"malware.":[132]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}