{"id":"https://openalex.org/W4388103031","doi":"https://doi.org/10.1109/ccci58712.2023.10290761","title":"Design of a Secure Machine Learning-Based Malware Detection and Analysis Scheme","display_name":"Design of a Secure Machine Learning-Based Malware Detection and Analysis Scheme","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4388103031","doi":"https://doi.org/10.1109/ccci58712.2023.10290761"},"language":"en","primary_location":{"id":"doi:10.1109/ccci58712.2023.10290761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccci58712.2023.10290761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)","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/A5100685215","display_name":"Pankaj Kumar","orcid":"https://orcid.org/0000-0001-5603-2691"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Pankaj Kumar","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051195514","display_name":"Mohammad S. Obaidat","orcid":"https://orcid.org/0000-0002-1569-9657"},"institutions":[{"id":"https://openalex.org/I114972647","display_name":"University of Jordan","ror":"https://ror.org/05k89ew48","country_code":"JO","type":"education","lineage":["https://openalex.org/I114972647"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad S. Obaidat","raw_affiliation_strings":["King Abdullah II School of Information Technology, The University of Jordan,Amman,Jordan,11942"],"affiliations":[{"raw_affiliation_string":"King Abdullah II School of Information Technology, The University of Jordan,Amman,Jordan,11942","institution_ids":["https://openalex.org/I114972647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083876399","display_name":"Piyush Pandey","orcid":"https://orcid.org/0000-0003-3175-0122"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Piyush Pandey","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004320904","display_name":"Mohammad Wazid","orcid":"https://orcid.org/0000-0001-9898-0921"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mohammad Wazid","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066981564","display_name":"Ashok Kumar Das","orcid":"https://orcid.org/0000-0003-1770-1885"},"institutions":[{"id":"https://openalex.org/I188963388","display_name":"International Institute of Information Technology","ror":"https://ror.org/02dernx73","country_code":"IN","type":"education","lineage":["https://openalex.org/I188963388"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashok Kumar Das","raw_affiliation_strings":["Algorithmic Research International Institute of Information Technology,Center for Security Theory,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"Algorithmic Research International Institute of Information Technology,Center for Security Theory,Hyderabad,India","institution_ids":["https://openalex.org/I188963388"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059092103","display_name":"Devesh Pratap Singh","orcid":"https://orcid.org/0000-0003-0034-6266"},"institutions":[{"id":"https://openalex.org/I60054993","display_name":"Graphic Era University","ror":"https://ror.org/03wqgqd89","country_code":"IN","type":"education","lineage":["https://openalex.org/I60054993"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Devesh Pratap Singh","raw_affiliation_strings":["Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India"],"affiliations":[{"raw_affiliation_string":"Graphic Era Deemed to be University,Department of Computer Science and Engineering,Dehradun,India","institution_ids":["https://openalex.org/I60054993"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100685215"],"corresponding_institution_ids":["https://openalex.org/I60054993"],"apc_list":null,"apc_paid":null,"fwci":1.2226,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.80431925,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965999722480774,"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":0.8056420683860779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7995128035545349},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.7385480999946594},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39650169014930725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34295138716697693}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8056420683860779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7995128035545349},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.7385480999946594},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39650169014930725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34295138716697693},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccci58712.2023.10290761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccci58712.2023.10290761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Communications, Computing, Cybersecurity, and Informatics (CCCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W626692671","https://openalex.org/W1541979851","https://openalex.org/W1561441787","https://openalex.org/W1661167618","https://openalex.org/W2018300500","https://openalex.org/W2029693536","https://openalex.org/W2080327443","https://openalex.org/W2191468669","https://openalex.org/W2931858311","https://openalex.org/W2990127528","https://openalex.org/W2998074434","https://openalex.org/W3052985477","https://openalex.org/W3081470778","https://openalex.org/W3162825625","https://openalex.org/W3183826413","https://openalex.org/W4206388446","https://openalex.org/W4284703630"],"related_works":["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/W3152891574","https://openalex.org/W2249809453"],"abstract_inverted_index":{"Today's":[0],"world":[1],"is":[2,13,30,56,75,80,121,133,140,222],"rapidly":[3],"growing":[4],"towards":[5],"the":[6,127,130,157,168,171,174,207,226],"advanced":[7],"concept":[8],"of":[9,17,26,71,84,129,206,216,242],"technology.":[10],"Technology":[11],"nowadays":[12],"at":[14],"its":[15,43,49,211,232],"peak":[16],"development":[18],"and":[19,40,59,104,150,155,177,192,202,231,248],"has":[20,234],"great":[21,44],"advantages":[22],"in":[23,31,82,142,151,170,240],"all":[24],"fields":[25],"work,":[27],"whether":[28],"it":[29,46,107],"industrial":[32],"automation,":[33],"farming,":[34],"weather":[35],"forecasting,":[36],"or":[37,136],"disease":[38],"detection":[39,191],"control.":[41],"Despite":[42],"advantages,":[45],"does":[47],"have":[48,146],"negative":[50],"side":[51],"because":[52],"a":[53,95,137,164,186],"major":[54],"population":[55],"using":[57,123],"technology":[58],"general-purpose":[60],"computing":[61],"devices":[62],"(i.e.,":[63,90,112],"desktops,":[64],"laptops,":[65],"smartphones,":[66],"tablets,":[67],"etc.).":[68],"Therefore,":[69],"most":[70],"their":[72,99,109],"personal":[73,110],"data":[74,79,103],"available":[76],"online.":[77],"The":[78,114,198,219],"constantly":[81],"danger":[83],"getting":[85],"stolen":[86],"by":[87,122],"malicious":[88,141],"actors":[89],"hackers),":[91],"who":[92],"can":[93],"find":[94],"way":[96],"to":[97,117,153,162,166,237],"get":[98,118],"hands":[100],"on":[101,126],"this":[102,119,182],"then":[105,178,223],"use":[106],"for":[108],"gain":[111],"money-making).":[113],"best-known":[115],"technique":[116],"information":[120],"malware":[124,169,190],"exploitation":[125],"machine":[128,188],"target.":[131],"Malware":[132],"an":[134],"executable":[135],"binary":[138],"that":[139],"nature.":[143],"It":[144],"may":[145],"various":[147,214,243],"devastating":[148],"effects,":[149],"order":[152],"detect":[154,167],"make":[156],"system":[158],"defensive,":[159],"we":[160,184],"need":[161],"propose":[163,185],"scheme":[165,194],"system,":[172],"analyze":[173],"particular":[175],"file,":[176],"mitigate":[179],"it.":[180],"In":[181],"paper,":[183],"secure":[187],"learning-based":[189],"analysis":[193,201],"(in":[195],"short,":[196],"SML-MDA).":[197],"conducted":[199],"security":[200,204,212],"formal":[203],"verification":[205],"proposed":[208,220],"SMLMDA":[209],"prove":[210],"against":[213],"types":[215],"potential":[217],"attacks.":[218],"SML-MDA":[221],"compared":[224],"with":[225],"other":[227],"similar":[228],"competing":[229],"schemes,":[230],"performance":[233,244],"been":[235],"found":[236],"be":[238],"better":[239],"terms":[241],"metrics":[245],"like":[246],"accuracy":[247],"F1-score.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}