{"id":"https://openalex.org/W3182478891","doi":"https://doi.org/10.1109/cybersa52016.2021.9478235","title":"Quantitative metrics characterizing malicious samples","display_name":"Quantitative metrics characterizing malicious samples","publication_year":2021,"publication_date":"2021-06-14","ids":{"openalex":"https://openalex.org/W3182478891","doi":"https://doi.org/10.1109/cybersa52016.2021.9478235","mag":"3182478891"},"language":"en","primary_location":{"id":"doi:10.1109/cybersa52016.2021.9478235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa52016.2021.9478235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA)","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/A5010616205","display_name":"Ferenc Leitold","orcid":null},"institutions":[{"id":"https://openalex.org/I96221595","display_name":"University of Duna\u00fajv\u00e1ros","ror":"https://ror.org/05x0g9h76","country_code":"HU","type":"education","lineage":["https://openalex.org/I96221595"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Ferenc Leitold","raw_affiliation_strings":["University of Duna\u00fajv\u00e1ros, Veszpr\u00e9m, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duna\u00fajv\u00e1ros, Veszpr\u00e9m, Hungary","institution_ids":["https://openalex.org/I96221595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092328720","display_name":"Krisztina Gy\u0151rffyn\u00e9 Holl\u00f3","orcid":null},"institutions":[{"id":"https://openalex.org/I140275651","display_name":"University of Pannonia","ror":"https://ror.org/03y5egs41","country_code":"HU","type":"education","lineage":["https://openalex.org/I140275651"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Krisztina Gyorffyne Hollo","raw_affiliation_strings":["University of Pann\u00f3nia, Veszpr\u00e9m, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pann\u00f3nia, Veszpr\u00e9m, Hungary","institution_ids":["https://openalex.org/I140275651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103276738","display_name":"Zolt\u00e1n Kir\u00e1ly","orcid":"https://orcid.org/0000-0002-6808-3856"},"institutions":[{"id":"https://openalex.org/I96221595","display_name":"University of Duna\u00fajv\u00e1ros","ror":"https://ror.org/05x0g9h76","country_code":"HU","type":"education","lineage":["https://openalex.org/I96221595"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zoltan Kiraly","raw_affiliation_strings":["University of Duna\u00fajv\u00e1ros, Duna\u00fajv\u00e1ros, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Duna\u00fajv\u00e1ros, Duna\u00fajv\u00e1ros, Hungary","institution_ids":["https://openalex.org/I96221595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11244629,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7564","issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9940999746322632,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9940999746322632,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.9876000285148621,"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"}},{"id":"https://openalex.org/T10574","display_name":"Crime Patterns and Interventions","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9048323631286621},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7949196696281433},{"id":"https://openalex.org/keywords/sliding-window-protocol","display_name":"Sliding window protocol","score":0.5050271153450012},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49641257524490356},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.4420401453971863},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43013614416122437},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.42985960841178894},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.4266815185546875},{"id":"https://openalex.org/keywords/window","display_name":"Window (computing)","score":0.39938032627105713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3501383662223816},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.30704566836357117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.296197772026062},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1425083577632904}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9048323631286621},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7949196696281433},{"id":"https://openalex.org/C102392041","wikidata":"https://www.wikidata.org/wiki/Q592860","display_name":"Sliding window protocol","level":3,"score":0.5050271153450012},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49641257524490356},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.4420401453971863},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43013614416122437},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.42985960841178894},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.4266815185546875},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.39938032627105713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3501383662223816},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30704566836357117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.296197772026062},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1425083577632904},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cybersa52016.2021.9478235","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cybersa52016.2021.9478235","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Cyber Situational Awareness, Data Analytics and Assessment (CyberSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1966507646","https://openalex.org/W2039529994","https://openalex.org/W2132874238","https://openalex.org/W2151135920","https://openalex.org/W2189327145","https://openalex.org/W3121480663","https://openalex.org/W6679904650","https://openalex.org/W6687341789","https://openalex.org/W6922295283"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2097492617","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W3014558862"],"abstract_inverted_index":{"In":[0,158],"this":[1,74],"work":[2],"a":[3,106,147,152],"time":[4,30,70,86,95],"evolution":[5,31],"model":[6,33,75,122],"is":[7,76,115],"used":[8,18,52,134],"to":[9,38,105,140],"help":[10,35],"categorize":[11],"malicious":[12,81,108],"samples.":[13],"This":[14],"method":[15,114],"can":[16,34,50,132,169],"be":[17,51,133],"in":[19,26,135],"anti-malware":[20],"testing":[21],"procedures":[22],"as":[23,25,156],"well":[24],"detecting":[27],"cyber-attacks.":[28],"The":[29,68,117,129],"mathematical":[32],"security":[36,138],"experts":[37],"better":[39,56],"understand":[40],"the":[41,62,77,80,90,94,98,101,121,136,144,159,164,175],"behaviour":[42,145],"of":[43,73,79,93,100,120,146,149,154,161,166],"malware":[44,47,150,155,162],"attacks":[45],"and":[46,59,151],"families.":[48],"It":[49],"for":[53,60,173],"estimating":[54,174],"much":[55],"their":[57],"spreading":[58],"planning":[61],"required":[63],"defence":[64],"actions":[65],"against":[66],"them.":[67],"basic":[69],"dependent":[71],"variable":[72],"Ratio":[78,102],"files":[82],"within":[83],"an":[84],"investigated":[85],"window.":[87],"To":[88],"estimate":[89],"main":[91],"characteristics":[92],"series":[96],"describing":[97],"change":[99],"values":[103],"related":[104],"specific":[107],"file,":[109],"nonlinear,":[110],"exponential":[111],"curve":[112],"fitting":[113],"used.":[116],"free":[118],"parameters":[119,131,168],"were":[123],"determined":[124],"by":[125],"numerical":[126],"searching":[127],"algorithms.":[128],"three":[130],"information":[137],"field":[139],"describe":[141],"more":[142],"precisely":[143],"piece":[148],"family":[153],"well.":[157],"case":[160],"families,":[163],"aggregation":[165],"these":[167],"provide":[170],"effective":[171],"solution":[172],"cyberthreat":[176],"trends.":[177]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
