{"id":"https://openalex.org/W4402321650","doi":"https://doi.org/10.32604/cmc.2024.054849","title":"A Low Complexity ML-Based Methods for Malware Classification","display_name":"A Low Complexity ML-Based Methods for Malware Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402321650","doi":"https://doi.org/10.32604/cmc.2024.054849"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2024.054849","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.054849","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-80-3/TSP_CMC_54849/TSP_CMC_54849.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-80-3/TSP_CMC_54849/TSP_CMC_54849.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083809684","display_name":"Mahmoud E. Farfoura","orcid":"https://orcid.org/0000-0002-9010-6989"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mahmoud E. Farfoura","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073109943","display_name":"Ahmad Alkhatib","orcid":"https://orcid.org/0000-0002-1244-1861"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmad Alkhatib","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026222368","display_name":"Deema Mohammed Alsekait","orcid":"https://orcid.org/0000-0001-7602-5691"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deema Mohammed Alsekait","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102843496","display_name":"Mohammad Alshinwan","orcid":"https://orcid.org/0000-0002-3864-7323"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Alshinwan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112224241","display_name":"Sahar A. El-Rahman","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sahar A. El-Rahman","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073787629","display_name":"Didi Rosiyadi","orcid":"https://orcid.org/0000-0002-0262-3987"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Didi Rosiyadi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5001630272","display_name":"Diaa Salama AbdElminaam","orcid":"https://orcid.org/0000-0002-1544-9906"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diaa Salama AbdElminaam","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5083809684"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0174,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87623841,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"80","issue":"3","first_page":"4833","last_page":"4857"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8122329711914062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.596170961856842},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3441803455352783}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8122329711914062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.596170961856842},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3441803455352783}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2024.054849","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.054849","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-80-3/TSP_CMC_54849/TSP_CMC_54849.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2024.054849","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.054849","pdf_url":"https://cdn.techscience.press/files/cmc/2024/TSP_CMC-80-3/TSP_CMC_54849/TSP_CMC_54849.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials & Continua","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2053653470","display_name":null,"funder_award_id":"PNURSP","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G3026462663","display_name":null,"funder_award_id":"PNURSP2024R435","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"},{"id":"https://openalex.org/G5906286467","display_name":null,"funder_award_id":"PNURSP2024R4","funder_id":"https://openalex.org/F4320322484","funder_display_name":"Princess Nourah Bint Abdulrahman University"}],"funders":[{"id":"https://openalex.org/F4320322484","display_name":"Princess Nourah Bint Abdulrahman University","ror":"https://ror.org/05b0cyh02"},{"id":"https://openalex.org/F4320323382","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48"},{"id":"https://openalex.org/F4320330013","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402321650.pdf","grobid_xml":"https://content.openalex.org/works/W4402321650.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1941427975","https://openalex.org/W1988790447","https://openalex.org/W1993997797","https://openalex.org/W2043128754","https://openalex.org/W2056132907","https://openalex.org/W2116065364","https://openalex.org/W2161336914","https://openalex.org/W2215444025","https://openalex.org/W2963204406","https://openalex.org/W3187790458","https://openalex.org/W3216490468","https://openalex.org/W4212883601","https://openalex.org/W4280569680","https://openalex.org/W4294690579","https://openalex.org/W4388828728","https://openalex.org/W4390886977","https://openalex.org/W6640462745","https://openalex.org/W6642914533","https://openalex.org/W6675849491","https://openalex.org/W6679033275","https://openalex.org/W6679416362","https://openalex.org/W6679563790","https://openalex.org/W6681045981","https://openalex.org/W6681475883","https://openalex.org/W6687483927","https://openalex.org/W6745609711","https://openalex.org/W6755486655","https://openalex.org/W6760943474","https://openalex.org/W6770673389","https://openalex.org/W6797869118","https://openalex.org/W6799148951","https://openalex.org/W6859898074","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2097492617","https://openalex.org/W2753240997","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4284893819","https://openalex.org/W2249809453"],"abstract_inverted_index":{"The":[0],"article":[1],"describes":[2],"a":[3,11],"new":[4],"method":[5],"for":[6,19],"malware":[7,20,26],"classification,":[8],"based":[9],"on":[10,41],"Machine":[12],"Learning":[13],"(ML)":[14],"model":[15],"architecture":[16],"specifically":[17],"designed":[18],"detection,":[21],"enabling":[22],"real-time":[23],"and":[24,34],"accurate":[25],"identification.":[27],"Using":[28],"an":[29],"...":[30],"|":[31],"Find,":[32],"read":[33],"cite":[35],"all":[36],"the":[37],"research":[38],"you":[39],"need":[40],"Tech":[42],"Science":[43],"Press":[44]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}