{"id":"https://openalex.org/W3037229060","doi":"https://doi.org/10.1109/eais48028.2020.9122702","title":"Malware Phylogeny Analysis using Data-Aware Declarative Process Mining","display_name":"Malware Phylogeny Analysis using Data-Aware Declarative Process Mining","publication_year":2020,"publication_date":"2020-05-01","ids":{"openalex":"https://openalex.org/W3037229060","doi":"https://doi.org/10.1109/eais48028.2020.9122702","mag":"3037229060"},"language":"en","primary_location":{"id":"doi:10.1109/eais48028.2020.9122702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais48028.2020.9122702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11586/310612","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090801575","display_name":"Pasquale Ardimento","orcid":"https://orcid.org/0000-0001-6134-2993"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pasquale Ardimento","raw_affiliation_strings":["University of Bari Aldo Moro,Dept. of Informatics,Bari,Italy","Dept. of Informatics, University of Bari Aldo Moro, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"University of Bari Aldo Moro,Dept. of Informatics,Bari,Italy","institution_ids":["https://openalex.org/I5561750"]},{"raw_affiliation_string":"Dept. of Informatics, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032066141","display_name":"Mario Luca Bernardi","orcid":"https://orcid.org/0000-0002-3223-7032"},"institutions":[{"id":"https://openalex.org/I4210165932","display_name":"Giustino Fortunato University","ror":"https://ror.org/0592q0v50","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210165932"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Luca Bernardi","raw_affiliation_strings":["\"Giustino Fortunato\" University,Benevento,Italy","\"Giustino Fortunato\" University, Benevento, Italy"],"affiliations":[{"raw_affiliation_string":"\"Giustino Fortunato\" University,Benevento,Italy","institution_ids":["https://openalex.org/I4210165932"]},{"raw_affiliation_string":"\"Giustino Fortunato\" University, Benevento, Italy","institution_ids":["https://openalex.org/I4210165932"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027577443","display_name":"Marta Cimitile","orcid":"https://orcid.org/0000-0003-2403-8313"},"institutions":[{"id":"https://openalex.org/I4210130905","display_name":"Unitelma Sapienza University","ror":"https://ror.org/04dfrdm61","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210130905"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Cimitile","raw_affiliation_strings":["Unitelma Sapienza University,Rome,Italy","Unitelma Sapienza University, Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Unitelma Sapienza University,Rome,Italy","institution_ids":["https://openalex.org/I4210130905"]},{"raw_affiliation_string":"Unitelma Sapienza University, Rome, Italy","institution_ids":["https://openalex.org/I4210130905"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5090801575"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":null,"apc_paid":null,"fwci":0.4571,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60629458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9930999875068665,"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":0.9930999875068665,"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":0.9929999709129333,"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/T10703","display_name":"Business Process Modeling and Analysis","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.9538646340370178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.804742693901062},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.7021703720092773},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.6561611890792847},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6393897533416748},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5513026714324951},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.5126625895500183},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4946896731853485},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.41796430945396423},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3411378264427185},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15874841809272766},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.14270514249801636}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9538646340370178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.804742693901062},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.7021703720092773},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.6561611890792847},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6393897533416748},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5513026714324951},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5126625895500183},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4946896731853485},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.41796430945396423},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3411378264427185},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15874841809272766},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.14270514249801636},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/eais48028.2020.9122702","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais48028.2020.9122702","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/310612","is_oa":true,"landing_page_url":"https://hdl.handle.net/11586/310612","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:ricerca.uniba.it:11586/310612","is_oa":true,"landing_page_url":"https://hdl.handle.net/11586/310612","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W17314131","https://openalex.org/W159237226","https://openalex.org/W1490658580","https://openalex.org/W1992419399","https://openalex.org/W1996646428","https://openalex.org/W2018175892","https://openalex.org/W2049841402","https://openalex.org/W2076487833","https://openalex.org/W2104537183","https://openalex.org/W2145056020","https://openalex.org/W2164862148","https://openalex.org/W2246865977","https://openalex.org/W2407788688","https://openalex.org/W2493109812","https://openalex.org/W2595779093","https://openalex.org/W2806646123","https://openalex.org/W2810666735","https://openalex.org/W2885420909","https://openalex.org/W2895832160","https://openalex.org/W2996696953","https://openalex.org/W3005176213","https://openalex.org/W4230145224","https://openalex.org/W4251988905","https://openalex.org/W6713433436"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W3022706011","https://openalex.org/W2768892939","https://openalex.org/W2160963033","https://openalex.org/W2909615516","https://openalex.org/W2249256574","https://openalex.org/W2397240470","https://openalex.org/W3128265165","https://openalex.org/W4210907385"],"abstract_inverted_index":{"Mobile":[0],"phones":[1],"are":[2,89],"currently":[3],"the":[4,19,34,79,131],"main":[5],"targets":[6],"of":[7,36,72,116,130,143],"continuous":[8],"malware":[9,37,49,67,111,119,128,151,160],"attacks.":[10],"Usually,":[11],"new":[12,31],"malicious":[13,147],"code":[14],"is":[15,55,112,135],"generated":[16],"conveniently":[17],"changing":[18],"existing":[20],"one.":[21],"According":[22],"to":[23,29,64,91,106,126],"this,":[24],"it":[25],"becomes":[26],"very":[27],"useful":[28],"identify":[30],"approaches":[32],"for":[33],"analysis":[35],"phylogeny.":[38],"This":[39],"paper":[40],"proposes":[41],"a":[42,48,59,66,70,109,113,117,140],"data-aware":[43],"process":[44,53],"mining":[45,54],"approach":[46,62,134],"performing":[47],"dynamic":[50],"analysis.":[51],"The":[52,87,100,133,153],"performed":[56],"by":[57],"using":[58],"multiperspective":[60],"declarative":[61],"allowing":[63],"model":[65],"family":[68,120],"as":[69],"set":[71],"constraints":[73],"(within":[74],"their":[75],"data":[76],"attributes)":[77],"among":[78,98],"system":[80],"call":[81],"traces":[82],"gathered":[83],"from":[84],"infected":[85],"applications.":[86],"models":[88,102],"used":[90,105],"detect":[92],"execution":[93],"patterns":[94],"or":[95],"other":[96,127],"relationships":[97],"families.":[99,152],"obtained":[101,154],"can":[103],"be":[104],"verify":[107],"if":[108],"checked":[110],"potential":[114],"member":[115],"known":[118],"and":[121,137,146],"its":[122],"difference":[123],"with":[124],"respect":[125],"variants":[129],"family.":[132],"implemented":[136],"applied":[138],"on":[139],"dataset":[141],"composed":[142],"5648":[144],"trusted":[145],"applications":[148],"across":[149],"39":[150],"results":[155],"show":[156],"great":[157],"performance":[158],"in":[159],"phylogeny":[161],"generation.":[162]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-07-02T00:00:00"}