{"id":"https://openalex.org/W3035322448","doi":"https://doi.org/10.1007/s10207-020-00509-4","title":"MalFamAware: automatic family identification and malware classification through online clustering","display_name":"MalFamAware: automatic family identification and malware classification through online clustering","publication_year":2020,"publication_date":"2020-06-16","ids":{"openalex":"https://openalex.org/W3035322448","doi":"https://doi.org/10.1007/s10207-020-00509-4","mag":"3035322448"},"language":"en","primary_location":{"id":"doi:10.1007/s10207-020-00509-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-020-00509-4","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11573/1413969","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065182693","display_name":"Gregorio Pitolli","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Gregorio Pitolli","raw_affiliation_strings":["Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038561286","display_name":"Giuseppe Laurenza","orcid":"https://orcid.org/0000-0002-3763-4598"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Laurenza","raw_affiliation_strings":["Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3763-4598","affiliations":[{"raw_affiliation_string":"Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089567320","display_name":"Leonardo Aniello","orcid":"https://orcid.org/0000-0003-2886-8445"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leonardo Aniello","raw_affiliation_strings":["Cyber Security Research Group, University of Southampton, Southampton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cyber Security Research Group, University of Southampton, Southampton, UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051841898","display_name":"Leonardo Querzoni","orcid":"https://orcid.org/0000-0002-8711-4216"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Leonardo Querzoni","raw_affiliation_strings":["Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111427499","display_name":"Roberto Baldoni","orcid":null},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Roberto Baldoni","raw_affiliation_strings":["Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center of Cyber Intelligence and Information Security, Sapienza University of Rome, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5065182693"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":1.8233,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.85763685,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"20","issue":"3","first_page":"371","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9977999925613403,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9911999702453613,"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":0.8690264225006104},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8501832485198975},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7934360504150391},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6627768278121948},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5237802863121033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4833512008190155},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.46626290678977966},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4563309848308563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4429800510406494},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.42316725850105286},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.41737234592437744},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.11723357439041138}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8690264225006104},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8501832485198975},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7934360504150391},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6627768278121948},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5237802863121033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4833512008190155},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.46626290678977966},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4563309848308563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4429800510406494},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.42316725850105286},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.41737234592437744},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.11723357439041138},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10207-020-00509-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-020-00509-4","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},{"id":"pmh:oai:eprints.soton.ac.uk:441476","is_oa":false,"landing_page_url":"http://doi.org/10.1007/s10207-020-00509-4>).","pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:iris.uniroma1.it:11573/1413969","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1413969","pdf_url":"http://hdl.handle.net/11573/1413969","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:iris.uniroma1.it:11573/1413969","is_oa":true,"landing_page_url":"http://hdl.handle.net/11573/1413969","pdf_url":"http://hdl.handle.net/11573/1413969","source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3164523449","display_name":null,"funder_award_id":"EP/R007268/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W3035322448.pdf"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W94487276","https://openalex.org/W152854583","https://openalex.org/W1507388815","https://openalex.org/W1553801604","https://openalex.org/W1591082683","https://openalex.org/W1651093245","https://openalex.org/W1673310716","https://openalex.org/W1851403712","https://openalex.org/W1910686388","https://openalex.org/W1981221397","https://openalex.org/W2002830978","https://openalex.org/W2018175892","https://openalex.org/W2019795817","https://openalex.org/W2030644393","https://openalex.org/W2033403400","https://openalex.org/W2085700758","https://openalex.org/W2089103284","https://openalex.org/W2091537325","https://openalex.org/W2095577883","https://openalex.org/W2095897464","https://openalex.org/W2105037940","https://openalex.org/W2113054345","https://openalex.org/W2127218421","https://openalex.org/W2131687179","https://openalex.org/W2138644293","https://openalex.org/W2140190241","https://openalex.org/W2142838865","https://openalex.org/W2154986869","https://openalex.org/W2290781924","https://openalex.org/W2476865836","https://openalex.org/W2514847810","https://openalex.org/W2528679397","https://openalex.org/W2574797807","https://openalex.org/W2620946705","https://openalex.org/W2621130533","https://openalex.org/W2732916693","https://openalex.org/W2772683029","https://openalex.org/W2775300889","https://openalex.org/W2783327762","https://openalex.org/W2900633536","https://openalex.org/W2963003683","https://openalex.org/W2963989339","https://openalex.org/W3105265400","https://openalex.org/W4205930639","https://openalex.org/W4231029117","https://openalex.org/W4235169531","https://openalex.org/W4246396312","https://openalex.org/W4285719527","https://openalex.org/W6637231022"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2768892939","https://openalex.org/W2008790809","https://openalex.org/W2134874482","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W83212619","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}