{"id":"https://openalex.org/W2293617811","doi":"https://doi.org/10.1007/978-3-662-45237-0_62","title":"Semantic Set Analysis for Malware Detection","display_name":"Semantic Set Analysis for Malware Detection","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2293617811","doi":"https://doi.org/10.1007/978-3-662-45237-0_62","mag":"2293617811"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-662-45237-0_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-45237-0_62","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://inria.hal.science/hal-01405667","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071215257","display_name":"Nguyen Van Nhuong","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Nguyen Van Nhuong","raw_affiliation_strings":["University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005270295","display_name":"Vo Thi Yen Nhi","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vo Thi Yen Nhi","raw_affiliation_strings":["University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"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/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen Tan Cam","raw_affiliation_strings":["University of Information Technology, Vietnam National University - HCMC, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University - HCMC, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"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/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Mai Xuan Phu","raw_affiliation_strings":["University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087468819","display_name":"Cao Dang Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cao Dang Tan","raw_affiliation_strings":["University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"University of Science, Vietnam National University \u2013 HCMC, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071215257"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":1.4227,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82249467,"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":"688","last_page":"700"},"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":0.9986000061035156,"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/T11424","display_name":"Security and Verification in Computing","score":0.9934999942779541,"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/malware","display_name":"Malware","score":0.9114184379577637},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8918955326080322},{"id":"https://openalex.org/keywords/obfuscation","display_name":"Obfuscation","score":0.628144383430481},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5872740745544434},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.5371817350387573},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.5112950801849365},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48225313425064087},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47650590538978577},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4221900701522827},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3854876160621643},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.193048894405365},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.14518597722053528},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14316698908805847}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9114184379577637},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8918955326080322},{"id":"https://openalex.org/C40305131","wikidata":"https://www.wikidata.org/wiki/Q2616305","display_name":"Obfuscation","level":2,"score":0.628144383430481},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5872740745544434},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.5371817350387573},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.5112950801849365},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48225313425064087},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47650590538978577},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4221900701522827},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3854876160621643},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.193048894405365},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.14518597722053528},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14316698908805847}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-662-45237-0_62","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-662-45237-0_62","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-01405667v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01405667","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"13th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Nov 2014, Ho Chi Minh City, Vietnam. pp.688-700, &#x27E8;10.1007/978-3-662-45237-0_62&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01405667v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-01405667","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"13th IFIP International Conference on Computer Information Systems and Industrial Management (CISIM), Nov 2014, Ho Chi Minh City, Vietnam. pp.688-700, &#x27E8;10.1007/978-3-662-45237-0_62&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W135165129","https://openalex.org/W1557109513","https://openalex.org/W1971139551","https://openalex.org/W2098431065","https://openalex.org/W2154871153","https://openalex.org/W2185669571"],"related_works":["https://openalex.org/W2900526031","https://openalex.org/W4296272594","https://openalex.org/W4360993664","https://openalex.org/W2465235098","https://openalex.org/W2470029541","https://openalex.org/W2470502009","https://openalex.org/W2167003418","https://openalex.org/W2128507946","https://openalex.org/W2728713145","https://openalex.org/W1573526548"],"abstract_inverted_index":{"Nowadays,":[0],"malware":[1,22,25,35,45,131],"is":[2,23,27,152,160],"growing":[3],"rapidly":[4],"through":[5],"the":[6,92,98,102,188],"last":[7],"few":[8],"years":[9],"and":[10,13,113,165,173,186,193],"becomes":[11],"more":[12,14,155],"sophisticated":[15],"as":[16,18,110],"well":[17],"dangerous.":[19],"A":[20],"striking":[21],"obfuscation":[24,93],"that":[26,40],"very":[28],"difficult":[29],"to":[30,43,53,73,128,169,191],"detect.":[31],"This":[32,177],"kind":[33],"of":[34,58,67,95,105,139,142],"can":[36],"create":[37],"new":[38,123],"variants":[39],"are":[41,70],"similar":[42],"original":[44],"feature":[46],"but":[47],"different":[48,184],"about":[49],"code.":[50],"In":[51,117],"order":[52],"deal":[54],"with":[55],"such":[56,109],"types":[57],"malware,":[59],"many":[60],"approaches":[61,69],"have":[62,101],"been":[63,180],"proposed,":[64],"however,":[65],"some":[66],"these":[68],"ineffective":[71],"due":[72],"their":[74],"limited":[75],"detection":[76,84,115,171,175,194],"range,":[77],"huge":[78],"overheads":[79],"or":[80,144],"manual":[81],"stages.":[82],"Malware":[83],"based":[85],"on":[86,183],"signature,":[87],"for":[88],"example,":[89],"cannot":[90],"overcome":[91],"techniques":[94],"malware.":[96],"Likewise,":[97],"behavior-based":[99],"methods":[100],"natural":[103],"problems":[104],"a":[106,122,150],"monitoring":[107],"system":[108,178],"recovery":[111],"costs":[112],"long-lasting":[114],"time.":[116,176],"this":[118,157],"paper,":[119],"we":[120],"propose":[121],"method":[124],"(semantic":[125],"set":[126,136,138,159],"method)":[127],"detect":[129],"metamorphic":[130],"effectively":[132],"by":[133,162],"using":[134],"semantic":[135,158],"(a":[137],"changed":[140],"values":[141],"registers":[143],"variables":[145],"allocated":[146],"in":[147],"memory":[148],"when":[149],"program":[151],"executed).":[153],"For":[154],"details,":[156],"analyzed":[161],"n-gram":[163],"separator":[164],"Na\u00efve":[166],"Bayes":[167],"classifier":[168],"increase":[170],"accuracy":[172,189],"reduce":[174],"has":[179],"already":[181],"experimented":[182],"datasets":[185],"got":[187],"up":[190],"98%":[192],"rate":[195],"almost":[196],"100%.":[197]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
