{"id":"https://openalex.org/W3112012065","doi":"https://doi.org/10.1109/isi49825.2020.9280529","title":"Malware Family Fingerprinting Through Behavioral Analysis","display_name":"Malware Family Fingerprinting Through Behavioral Analysis","publication_year":2020,"publication_date":"2020-11-09","ids":{"openalex":"https://openalex.org/W3112012065","doi":"https://doi.org/10.1109/isi49825.2020.9280529","mag":"3112012065"},"language":"en","primary_location":{"id":"doi:10.1109/isi49825.2020.9280529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi49825.2020.9280529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Intelligence and Security Informatics (ISI)","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/A5064028585","display_name":"Aaron Walker","orcid":"https://orcid.org/0000-0003-4040-6665"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aaron Walker","raw_affiliation_strings":["University of Nevada, Reno, Reno, USA"],"affiliations":[{"raw_affiliation_string":"University of Nevada, Reno, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100748436","display_name":"Shamik Sengupta","orcid":"https://orcid.org/0000-0002-2019-8056"},"institutions":[{"id":"https://openalex.org/I134113660","display_name":"University of Nevada, Reno","ror":"https://ror.org/01keh0577","country_code":"US","type":"education","lineage":["https://openalex.org/I134113660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shamik Sengupta","raw_affiliation_strings":["University of Nevada, Reno, Reno, USA"],"affiliations":[{"raw_affiliation_string":"University of Nevada, Reno, Reno, USA","institution_ids":["https://openalex.org/I134113660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064028585"],"corresponding_institution_ids":["https://openalex.org/I134113660"],"apc_list":null,"apc_paid":null,"fwci":0.6087,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.68432024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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":0.9922000169754028,"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":0.9869999885559082,"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":0.9558143615722656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7411174178123474},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.6770345568656921},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5240685939788818},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.5148219466209412},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4956408739089966},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.495324045419693},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.47512584924697876},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.43552497029304504},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4194677472114563},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08761247992515564},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0724160373210907},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.05560499429702759}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9558143615722656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7411174178123474},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6770345568656921},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5240685939788818},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.5148219466209412},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4956408739089966},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.495324045419693},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.47512584924697876},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.43552497029304504},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4194677472114563},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08761247992515564},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0724160373210907},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.05560499429702759},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isi49825.2020.9280529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isi49825.2020.9280529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Conference on Intelligence and Security Informatics (ISI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2307930854","https://openalex.org/W2747456275","https://openalex.org/W2786613129","https://openalex.org/W2792760071","https://openalex.org/W2795033129","https://openalex.org/W2908835234","https://openalex.org/W2921118464","https://openalex.org/W2998074434","https://openalex.org/W3010654368"],"related_works":["https://openalex.org/W2439951656","https://openalex.org/W2160606508","https://openalex.org/W1573526548","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":{"Signature-based":[0],"malware":[1,40,61,83,101],"detection":[2],"is":[3,75,97],"not":[4],"always":[5],"effective":[6],"at":[7],"detecting":[8],"polymorphic":[9],"variants":[10],"of":[11,29,59,71,81,99],"known":[12,20,43],"malware.":[13,30],"Malware":[14],"signatures":[15,33],"are":[16],"devised":[17],"to":[18,38,77,90],"counter":[19],"threats,":[21],"which":[22,46,96],"also":[23],"limits":[24],"efficacy":[25],"against":[26],"new":[27],"forms":[28],"However,":[31],"existing":[32],"do":[34],"present":[35,56],"the":[36,69,79],"ability":[37],"classify":[39],"based":[41],"upon":[42],"malicious":[44],"behavior":[45],"occurs":[47],"on":[48],"a":[49,57,92],"victim":[50],"computer.":[51],"In":[52],"this":[53],"paper":[54],"we":[55],"method":[58],"classifying":[60],"by":[62,102],"family":[63,103],"type":[64],"through":[65],"behavioral":[66],"analysis,":[67],"where":[68],"frequency":[70],"system":[72],"function":[73],"calls":[74],"used":[76],"fingerprint":[78],"actions":[80],"specific":[82],"families.":[84],"This":[85],"in":[86],"turn":[87],"allows":[88],"us":[89],"demonstrate":[91],"machine":[93],"learning":[94],"classifier":[95],"capable":[98],"distinguishing":[100],"affiliation":[104],"with":[105],"high":[106],"accuracy.":[107]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-20T07:46:08.049788","created_date":"2025-10-10T00:00:00"}
