{"id":"https://openalex.org/W2490971030","doi":"https://doi.org/10.1109/aqtr.2016.7501294","title":"Malware classification using filesystem footprints","display_name":"Malware classification using filesystem footprints","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2490971030","doi":"https://doi.org/10.1109/aqtr.2016.7501294","mag":"2490971030"},"language":"en","primary_location":{"id":"doi:10.1109/aqtr.2016.7501294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aqtr.2016.7501294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR)","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/A5102079273","display_name":"George Cab\u0103u","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"George Cabau","raw_affiliation_strings":["Bitdefender","Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Bitdefender","institution_ids":[]},{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069619625","display_name":"Magda Buhu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Magda Buhu","raw_affiliation_strings":["Bitdefender","Technical University of Cluj-Napoca"],"affiliations":[{"raw_affiliation_string":"Bitdefender","institution_ids":[]},{"raw_affiliation_string":"Technical University of Cluj-Napoca","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005899068","display_name":"Ciprian Opri\u015fa","orcid":"https://orcid.org/0000-0001-9892-1470"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ciprian Oprisa","raw_affiliation_strings":["Bitdefender"],"affiliations":[{"raw_affiliation_string":"Bitdefender","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102079273"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.71433316,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.72855616,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"14","issue":null,"first_page":"1","last_page":"6"},"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":0.9958999752998352,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9817000031471252,"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":0.8955498933792114},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8802881836891174},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.612648069858551},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5468069314956665},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5380076766014099},{"id":"https://openalex.org/keywords/malware-analysis","display_name":"Malware analysis","score":0.4205958843231201},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4141177237033844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33671772480010986},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28362151980400085}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8955498933792114},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8802881836891174},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.612648069858551},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5468069314956665},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5380076766014099},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.4205958843231201},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4141177237033844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33671772480010986},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28362151980400085}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aqtr.2016.7501294","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aqtr.2016.7501294","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6700000166893005,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W191656338","https://openalex.org/W1503224444","https://openalex.org/W1680392829","https://openalex.org/W1967261319","https://openalex.org/W1973072591","https://openalex.org/W1992572515","https://openalex.org/W2025560520","https://openalex.org/W2065339563","https://openalex.org/W2111038628","https://openalex.org/W2120913037","https://openalex.org/W2140494000","https://openalex.org/W2153635508","https://openalex.org/W2511353470","https://openalex.org/W4230607658","https://openalex.org/W6637386731","https://openalex.org/W6666744930"],"related_works":["https://openalex.org/W2469507153","https://openalex.org/W2008790809","https://openalex.org/W2768892939","https://openalex.org/W3164408430","https://openalex.org/W4285507391","https://openalex.org/W2397240470","https://openalex.org/W2602767565","https://openalex.org/W170652726","https://openalex.org/W2883822334","https://openalex.org/W2134874482"],"abstract_inverted_index":{"Automated":[0],"analysis":[1,30],"is":[2,95,99],"useful":[3],"in":[4,35,77,83,102],"anti-malware":[5],"research":[6],"because":[7,106],"it":[8],"helps":[9],"deal":[10],"with":[11],"large":[12],"collections":[13],"of":[14,79,85],"samples":[15,34],"and":[16,39,82],"reduces":[17],"the":[18,41,46,103,110],"human":[19],"effort.":[20],"This":[21],"paper":[22],"describes":[23],"an":[24],"automated":[25,72],"system":[26,73],"that":[27,59,70],"performs":[28],"dynamic":[29],"by":[31],"running":[32],"new":[33,63],"a":[36,54,93],"controlled":[37],"environment":[38],"analyzing":[40],"operations":[42,49],"they":[43],"perform":[44],"on":[45,108],"filesystem.":[47],"These":[48],"are":[50],"used":[51],"to":[52,89],"train":[53],"Support":[55],"Vector":[56],"Machine":[57],"classifier":[58],"can":[60,112],"proactively":[61],"detect":[62],"malware":[64],"samples.":[65],"The":[66],"experimental":[67],"evaluation":[68],"showed":[69],"our":[71],"provides":[74],"good":[75],"results":[76],"terms":[78,84],"classification":[80],"quality":[81],"performance.":[86],"Being":[87],"able":[88],"automatically":[90,114],"decide":[91],"if":[92],"file":[94,111],"clean":[96],"or":[97],"infected":[98],"very":[100],"important":[101],"antivirus":[104],"industry,":[105],"based":[107],"this":[109],"be":[113],"blacklisted.":[115]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}