{"id":"https://openalex.org/W1986989387","doi":"https://doi.org/10.1109/cisda.2014.7035642","title":"SSSM-semantic set and string matching based malware detection","display_name":"SSSM-semantic set and string matching based malware detection","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1986989387","doi":"https://doi.org/10.1109/cisda.2014.7035642","mag":"1986989387"},"language":"en","primary_location":{"id":"doi:10.1109/cisda.2014.7035642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2014.7035642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"the 2014 Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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/A5071215257","display_name":"Nguyen Van Nhuong","orcid":null},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Van Nhuong","raw_affiliation_strings":["Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005270295","display_name":"Vo Thi Yen Nhi","orcid":null},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vo Thi Yen Nhi","raw_affiliation_strings":["Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028377642","display_name":"Nguyen Tan Cam","orcid":"https://orcid.org/0000-0002-3909-7650"},"institutions":[{"id":"https://openalex.org/I67255865","display_name":"Hoa Sen University","ror":"https://ror.org/05pq46g90","country_code":"VN","type":"education","lineage":["https://openalex.org/I67255865"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Tan Cam","raw_affiliation_strings":["Dept. Information of Technology, Hoa Sen University, Ho Chi Minh City, Vietnam","Dept. Information of Technology Hoa Sen University Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Information of Technology, Hoa Sen University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I67255865"]},{"raw_affiliation_string":"Dept. Information of Technology Hoa Sen University Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I67255865"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021251297","display_name":"Phu X.","orcid":"https://orcid.org/0000-0001-9956-3687"},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Mai Xuan Phu","raw_affiliation_strings":["Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087468819","display_name":"Cao Dang Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I23582244","display_name":"Ho Chi Minh City University of Science","ror":"https://ror.org/05jfbgm49","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I23582244"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cao Dang Tan","raw_affiliation_strings":["Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. Information of Technology, Ho Chi Minh City University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]},{"raw_affiliation_string":"Dept. Information of Technology Ho Chi Minh City University of Science Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I23582244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.06530053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"6"},"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":0.9976000189781189,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.989300012588501,"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":0.8987590670585632},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8677890300750732},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.6466626524925232},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5532097220420837},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.5393896102905273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.522749662399292},{"id":"https://openalex.org/keywords/string","display_name":"String (physics)","score":0.4681328535079956},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43713468313217163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3913089334964752},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3406751751899719},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1685517430305481},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1122584342956543},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07598668336868286}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8987590670585632},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8677890300750732},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.6466626524925232},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5532097220420837},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5393896102905273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.522749662399292},{"id":"https://openalex.org/C157486923","wikidata":"https://www.wikidata.org/wiki/Q1376436","display_name":"String (physics)","level":2,"score":0.4681328535079956},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43713468313217163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3913089334964752},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3406751751899719},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1685517430305481},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1122584342956543},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07598668336868286},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisda.2014.7035642","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisda.2014.7035642","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"the 2014 Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications (CISDA)","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":11,"referenced_works":["https://openalex.org/W135165129","https://openalex.org/W1557109513","https://openalex.org/W1971139551","https://openalex.org/W2121184547","https://openalex.org/W2154871153","https://openalex.org/W2185669571","https://openalex.org/W2293617811","https://openalex.org/W3139832399","https://openalex.org/W6633383323","https://openalex.org/W6682777827","https://openalex.org/W7048454462"],"related_works":["https://openalex.org/W2439951656","https://openalex.org/W1573526548","https://openalex.org/W1998188341","https://openalex.org/W4360982091","https://openalex.org/W3176864451","https://openalex.org/W2053632570","https://openalex.org/W3211525895","https://openalex.org/W2187910102","https://openalex.org/W2128507946","https://openalex.org/W4254552916"],"abstract_inverted_index":{"Malware":[0,23],"is":[1,88,113,178],"a":[2,98,111,160],"program":[3,112],"used":[4],"to":[5,10,16,19,48,91,158,180,247],"disrupt":[6],"computer":[7,21],"operation":[8],"or":[9,15,53],"gather":[11],"the":[12,171,184,244],"sensitive":[13],"information":[14],"gain":[17],"access":[18],"private":[20],"system.":[22],"detection":[24,163,250],"methods":[25,40,65,153],"can":[26,41,67,154,169,193],"only":[27,77],"work":[28],"well":[29],"on":[30,143,239],"some":[31],"specific":[32,185],"types":[33,70,196],"of":[34,71,100,103,118,146,176,187,197],"malware.":[35,72],"For":[36],"example,":[37],"API/function":[38,223],"based":[39,225],"detect":[42,194],"malware":[43,119,137,162,198],"quickly,":[44],"but":[45,86],"are":[46],"unable":[47],"identify":[49,92],"advanced":[50],"transformable":[51],"malwares":[52],"unknown":[54],"malwares.":[55,94,131],"To":[56],"deal":[57],"with":[58],"these":[59,74,147,152],"malwares,":[60,188],"researchers":[61],"proposed":[62,209],"data":[63,227],"mining":[64,228],"which":[66,219],"recognize":[68],"various":[69],"However,":[73],"method":[75,177,202,229],"not":[76],"requires":[78,135],"more":[79],"overhead":[80],"for":[81],"training":[82],"and":[83,105,215,230,242,249],"detecting":[84,116],"process":[85],"also":[87],"still":[89],"ineffective":[90],"metamorphic":[93,130],"A":[95],"semantic":[96,231],"set,":[97],"set":[99,214,232],"changed":[101],"values":[102],"registers":[104],"variables":[106],"allocated":[107],"in":[108,183],"memory":[109],"when":[110,122],"executed,":[114],"supports":[115],"most":[117],"variants":[120],"even":[121],"they":[123],"use":[124],"complicated":[125],"transformation":[126],"techniques":[127],"such":[128],"as":[129],"Nevertheless,":[132],"this":[133,190,206],"approach":[134],"that":[136,151],"files":[138],"must":[139],"be":[140,155],"disassembled.":[141],"Based":[142],"analyzed":[144],"results":[145],"methods,":[148],"we":[149,208],"concluded":[150],"combined":[156,191,220],"together":[157],"create":[159],"powerful":[161],"system":[164,192,212,235],"because":[165],"each":[166,175,201],"method's":[167],"advantages":[168],"cover":[170],"others'":[172],"disadvantages.":[173],"Namely,":[174],"able":[179],"perform":[181],"effectively":[182],"range":[186],"so":[189],"all":[195],"while":[199],"separately":[200],"could":[203],"not.":[204],"In":[205],"paper,":[207],"an":[210],"SSSM":[211,234],"(semantic":[213],"string":[216],"matching":[217],"detection)":[218],"three":[221],"methods:":[222],"signature":[224],"method,":[226],"method.":[233],"has":[236],"been":[237],"experimented":[238],"different":[240],"datasets":[241],"achieved":[243],"accuracy":[245],"up":[246],"99.07%":[248],"rate":[251],"nearly":[252],"100%\u2022":[253]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
