{"id":"https://openalex.org/W2809416438","doi":"https://doi.org/10.1145/3206098.3206113","title":"Machine Learning Approach for Malware Detection Using Random Forest Classifier on Process List Data Structure","display_name":"Machine Learning Approach for Malware Detection Using Random Forest Classifier on Process List Data Structure","publication_year":2018,"publication_date":"2018-04-09","ids":{"openalex":"https://openalex.org/W2809416438","doi":"https://doi.org/10.1145/3206098.3206113","mag":"2809416438"},"language":"en","primary_location":{"id":"doi:10.1145/3206098.3206113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206098.3206113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Information System and Data Mining","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/A5052245721","display_name":"Santosh Joshi","orcid":"https://orcid.org/0000-0001-7313-6425"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Santosh Joshi","raw_affiliation_strings":["Applied Research Center, Florida International University, Miami, FL, United States"],"affiliations":[{"raw_affiliation_string":"Applied Research Center, Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018871446","display_name":"Himanshu Upadhyay","orcid":"https://orcid.org/0000-0002-2958-0526"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Himanshu Upadhyay","raw_affiliation_strings":["Applied Research Center, Florida International University, Miami, FL, United States"],"affiliations":[{"raw_affiliation_string":"Applied Research Center, Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074396135","display_name":"Leonel Lagos","orcid":"https://orcid.org/0000-0002-4090-1562"},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leonel Lagos","raw_affiliation_strings":["Applied Research Center, Florida International University, Miami, FL, United States"],"affiliations":[{"raw_affiliation_string":"Applied Research Center, Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013301439","display_name":"Naga Suryamitra Akkipeddi","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Naga Suryamitra Akkipeddi","raw_affiliation_strings":["Applied Research Center, Florida International University, Miami, FL, United States"],"affiliations":[{"raw_affiliation_string":"Applied Research Center, Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010279597","display_name":"Valerie Guerra","orcid":null},"institutions":[{"id":"https://openalex.org/I19700959","display_name":"Florida International University","ror":"https://ror.org/02gz6gg07","country_code":"US","type":"education","lineage":["https://openalex.org/I19700959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Valerie Guerra","raw_affiliation_strings":["Applied Research Center, Florida International University, Miami, FL, United States"],"affiliations":[{"raw_affiliation_string":"Applied Research Center, Florida International University, Miami, FL, United States","institution_ids":["https://openalex.org/I19700959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052245721"],"corresponding_institution_ids":["https://openalex.org/I19700959"],"apc_list":null,"apc_paid":null,"fwci":1.4863,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.83259299,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"98","last_page":"102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9993000030517578,"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":0.9921000003814697,"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":0.9566643834114075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8316323757171631},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.7085516452789307},{"id":"https://openalex.org/keywords/rootkit","display_name":"Rootkit","score":0.550915539264679},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5467599034309387},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5340937972068787},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5154481530189514},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.48288559913635254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46725887060165405},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.45444685220718384},{"id":"https://openalex.org/keywords/system-call","display_name":"System call","score":0.41688311100006104},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.40983492136001587},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39365291595458984},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.23886528611183167}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9566643834114075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8316323757171631},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7085516452789307},{"id":"https://openalex.org/C10144332","wikidata":"https://www.wikidata.org/wiki/Q14645","display_name":"Rootkit","level":3,"score":0.550915539264679},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5467599034309387},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5340937972068787},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5154481530189514},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.48288559913635254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46725887060165405},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.45444685220718384},{"id":"https://openalex.org/C2778579508","wikidata":"https://www.wikidata.org/wiki/Q722192","display_name":"System call","level":2,"score":0.41688311100006104},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40983492136001587},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39365291595458984},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.23886528611183167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3206098.3206113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3206098.3206113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Information System and Data Mining","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1520812622","https://openalex.org/W2031254140","https://openalex.org/W2074402628","https://openalex.org/W2171389360","https://openalex.org/W2583918649","https://openalex.org/W2791785716","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W1994712384","https://openalex.org/W1573526548","https://openalex.org/W3200236636","https://openalex.org/W2053632570","https://openalex.org/W3089468277","https://openalex.org/W2965893286","https://openalex.org/W4389341938","https://openalex.org/W1602547571","https://openalex.org/W2580663612","https://openalex.org/W2991580804"],"abstract_inverted_index":{"As":[0],"computer":[1,19],"systems":[2,20,29,43,86],"have":[3,66],"become":[4],"an":[5,96],"integral":[6],"part":[7],"of":[8,53,94],"every":[9],"organization,":[10],"it":[11,90],"is":[12],"a":[13,107],"big":[14],"challenge":[15],"to":[16,48,80],"safeguard":[17],"the":[18,28,32,50,92,119],"from":[21,124],"malicious":[22],"activities":[23],"which":[24],"compromise":[25],"not":[26,45],"only":[27],"but":[30,69],"also":[31],"data":[33,122],"stored":[34],"within.":[35],"Traditional":[36],"malware":[37,54,63,98,112],"and":[38,55],"rootkit":[39],"detection":[40,64,99,113],"using":[41,114],"antivirus":[42],"are":[44,60,76],"dynamic":[46],"enough":[47],"capture":[49],"complex":[51],"behavior":[52],"its":[56],"isolated":[57],"activities.":[58],"There":[59],"many":[61],"signature-based":[62],"techniques":[65],"been":[67],"introduced,":[68],"enterprises":[70],"as":[71,73],"well":[72],"general":[74],"users":[75],"still":[77],"facing":[78],"problems":[79],"get":[81],"protection":[82],"for":[83,111,118],"their":[84],"cyber":[85],"against":[87],"malware.":[88],"Thus,":[89],"emphasizes":[91],"necessity":[93],"developing":[95],"efficient":[97],"technique.":[100],"In":[101],"this":[102],"research":[103],"paper,":[104],"we":[105],"design":[106],"machine":[108,128],"learning":[109],"approach":[110],"Random":[115],"Forest":[116],"classifier":[117],"process":[120],"list":[121],"extracted":[123],"Linux":[125],"based":[126],"virtual":[127],"environment.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}