{"id":"https://openalex.org/W7161789737","doi":"https://doi.org/10.1007/s42979-026-04955-0","title":"A Systematic Review on Advancements in Malware Detection Using Artificial Intelligence Frameworks","display_name":"A Systematic Review on Advancements in Malware Detection Using Artificial Intelligence Frameworks","publication_year":2026,"publication_date":"2026-05-20","ids":{"openalex":"https://openalex.org/W7161789737","doi":"https://doi.org/10.1007/s42979-026-04955-0"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-026-04955-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-026-04955-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-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/A5136599658","display_name":"Attiuttama","orcid":null},"institutions":[{"id":"https://openalex.org/I72769676","display_name":"Gautam Buddha University","ror":"https://ror.org/026cfwd52","country_code":"IN","type":"education","lineage":["https://openalex.org/I72769676"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Attiuttama","raw_affiliation_strings":["University School of Information and Communication Technology (USICT), Gautam Buddha University, Gautam Buddha Nagar, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University School of Information and Communication Technology (USICT), Gautam Buddha University, Gautam Buddha Nagar, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I72769676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136591481","display_name":"Sanjay Kumar Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I72769676","display_name":"Gautam Buddha University","ror":"https://ror.org/026cfwd52","country_code":"IN","type":"education","lineage":["https://openalex.org/I72769676"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjay Kumar Sharma","raw_affiliation_strings":["University School of Information and Communication Technology (USICT), Gautam Buddha University, Gautam Buddha Nagar, Greater Noida, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University School of Information and Communication Technology (USICT), Gautam Buddha University, Gautam Buddha Nagar, Greater Noida, Uttar Pradesh, India","institution_ids":["https://openalex.org/I72769676"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5136522042","display_name":"Satya Prakash Yadav","orcid":null},"institutions":[{"id":"https://openalex.org/I2799532815","display_name":"Madan Mohan Malaviya University of Technology","ror":"https://ror.org/04h1w2j35","country_code":"IN","type":"education","lineage":["https://openalex.org/I2799532815"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Satya Prakash Yadav","raw_affiliation_strings":["Department of Computer Science and Engineering, Madan Mohan Malaviya University of Technology, Gorakhpur, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Madan Mohan Malaviya University of Technology, Gorakhpur, Uttar Pradesh, India","institution_ids":["https://openalex.org/I2799532815"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5136599658"],"corresponding_institution_ids":["https://openalex.org/I72769676"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94364028,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9261999726295471,"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":0.9261999726295471,"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":0.020600000396370888,"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/T13038","display_name":"Internet of Things and AI","score":0.005200000014156103,"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":0.7310000061988831},{"id":"https://openalex.org/keywords/warrant","display_name":"Warrant","score":0.6341999769210815},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5698999762535095},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.53329998254776},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.48170000314712524},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.4350999891757965},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.396699994802475},{"id":"https://openalex.org/keywords/systematic-review","display_name":"Systematic review","score":0.3889999985694885}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7310000061988831},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7278000116348267},{"id":"https://openalex.org/C2776916960","wikidata":"https://www.wikidata.org/wiki/Q637156","display_name":"Warrant","level":2,"score":0.6341999769210815},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5698999762535095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5526000261306763},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.53329998254776},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.48170000314712524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45010000467300415},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.4350999891757965},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.40049999952316284},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.396699994802475},{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.3889999985694885},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3458999991416931},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.3400000035762787},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3287999927997589},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.3140000104904175},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3084000051021576},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29989999532699585},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.28519999980926514},{"id":"https://openalex.org/C2779395397","wikidata":"https://www.wikidata.org/wiki/Q15731404","display_name":"Malware analysis","level":3,"score":0.27160000801086426},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-026-04955-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-026-04955-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1516506771","https://openalex.org/W1893133781","https://openalex.org/W2021436318","https://openalex.org/W2046185165","https://openalex.org/W2085807744","https://openalex.org/W2294018787","https://openalex.org/W2598566119","https://openalex.org/W2732916693","https://openalex.org/W2775173651","https://openalex.org/W2789471414","https://openalex.org/W2794873039","https://openalex.org/W2801888526","https://openalex.org/W2804780212","https://openalex.org/W2931858311","https://openalex.org/W2950774332","https://openalex.org/W2972552958","https://openalex.org/W2996806689","https://openalex.org/W2998074434","https://openalex.org/W3000405084","https://openalex.org/W3005767155","https://openalex.org/W3006334803","https://openalex.org/W3011323222","https://openalex.org/W3040266635","https://openalex.org/W3124947971","https://openalex.org/W3129339224","https://openalex.org/W3162527267","https://openalex.org/W3167041328","https://openalex.org/W3167818199","https://openalex.org/W3176054411","https://openalex.org/W3176588888","https://openalex.org/W3177370349","https://openalex.org/W3213050013","https://openalex.org/W4206739508","https://openalex.org/W4213123767","https://openalex.org/W4220801425","https://openalex.org/W4226299747","https://openalex.org/W4285018249","https://openalex.org/W4288461328","https://openalex.org/W4290566675","https://openalex.org/W4293192140","https://openalex.org/W4293212381","https://openalex.org/W4293559785","https://openalex.org/W4295928027","https://openalex.org/W4297477879","https://openalex.org/W4301880089","https://openalex.org/W4307725013","https://openalex.org/W4312724275","https://openalex.org/W4321484089","https://openalex.org/W4324290865","https://openalex.org/W4360602045","https://openalex.org/W4362514681","https://openalex.org/W4381890377","https://openalex.org/W4387757573","https://openalex.org/W4388571407","https://openalex.org/W4389719707","https://openalex.org/W4389827903","https://openalex.org/W4391070801","https://openalex.org/W4391425705","https://openalex.org/W4391503438","https://openalex.org/W4392696582","https://openalex.org/W4393970627","https://openalex.org/W4394733580","https://openalex.org/W4396214365","https://openalex.org/W4400151680","https://openalex.org/W4400447593","https://openalex.org/W4400553160","https://openalex.org/W4406855953","https://openalex.org/W4407450371","https://openalex.org/W4409633533","https://openalex.org/W4410810515","https://openalex.org/W4413096380","https://openalex.org/W4414497598","https://openalex.org/W7133207620"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2026-05-21T00:00:00"}