{"id":"https://openalex.org/W3114468998","doi":"https://doi.org/10.1109/access.2020.3048319","title":"Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection","display_name":"Tight Arms Race: Overview of Current Malware Threats and Trends in Their Detection","publication_year":2020,"publication_date":"2020-12-30","ids":{"openalex":"https://openalex.org/W3114468998","doi":"https://doi.org/10.1109/access.2020.3048319","mag":"3114468998"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3048319","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048319","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311151.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311151.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082854095","display_name":"Luca Caviglione","orcid":"https://orcid.org/0000-0001-6466-3354"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Caviglione","raw_affiliation_strings":["Institute for Applied Mathematics and Information Technologies, National Research Council of Italy, Genova, Italy"],"affiliations":[{"raw_affiliation_string":"Institute for Applied Mathematics and Information Technologies, National Research Council of Italy, Genova, Italy","institution_ids":["https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009283476","display_name":"Micha\u0142 Chora\u015b","orcid":"https://orcid.org/0000-0003-1405-9911"},"institutions":[{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]},{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["DE","PL"],"is_corresponding":false,"raw_author_name":"Michal Choras","raw_affiliation_strings":["Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany","Faculty of Telecommunications, Computer Science and Electrical Engineering, UTP University of Science and Technology, Bydgoszcz, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]},{"raw_affiliation_string":"Faculty of Telecommunications, Computer Science and Electrical Engineering, UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032367579","display_name":"Igino Corona","orcid":"https://orcid.org/0000-0002-7661-1401"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Igino Corona","raw_affiliation_strings":["Pluribus One Srl, Cagliari, Italy"],"affiliations":[{"raw_affiliation_string":"Pluribus One Srl, Cagliari, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084366475","display_name":"Artur Janicki","orcid":"https://orcid.org/0000-0002-9937-4402"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Artur Janicki","raw_affiliation_strings":["Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089469997","display_name":"Wojciech Mazurczyk","orcid":"https://orcid.org/0000-0002-8509-4127"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I120691247","display_name":"FernUniversit\u00e4t in Hagen","ror":"https://ror.org/04tkkr536","country_code":"DE","type":"education","lineage":["https://openalex.org/I120691247"]}],"countries":["DE","PL"],"is_corresponding":false,"raw_author_name":"Wojciech Mazurczyk","raw_affiliation_strings":["Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland","Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Faculty of Mathematics and Computer Science, FernUniversit\u00e4t in Hagen, Hagen, Germany","institution_ids":["https://openalex.org/I120691247"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088536972","display_name":"Marek Pawlicki","orcid":"https://orcid.org/0000-0001-5881-6406"},"institutions":[{"id":"https://openalex.org/I1300393620","display_name":"Bydgoszcz University of Science and Technology","ror":"https://ror.org/049eq0c58","country_code":"PL","type":"education","lineage":["https://openalex.org/I1300393620"]},{"id":"https://openalex.org/I4210118437","display_name":"Instytut Technik Telekomunikacyjnych i Informatycznych (Poland)","ror":"https://ror.org/02r65gs06","country_code":"PL","type":"company","lineage":["https://openalex.org/I4210118437"]},{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Pawlicki","raw_affiliation_strings":["Faculty of Telecommunications, Computer Science and Electrical Engineering, UTP University of Science and Technology, Bydgoszcz, Poland","ITTI Sp. z o.o., Pozna\u00f1, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Telecommunications, Computer Science and Electrical Engineering, UTP University of Science and Technology, Bydgoszcz, Poland","institution_ids":["https://openalex.org/I686019","https://openalex.org/I1300393620"]},{"raw_affiliation_string":"ITTI Sp. z o.o., Pozna\u00f1, Poland","institution_ids":["https://openalex.org/I4210118437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014979203","display_name":"Katarzyna Wasielewska","orcid":"https://orcid.org/0000-0001-8087-790X"},"institutions":[{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]},{"id":"https://openalex.org/I4210108528","display_name":"State University of Applied Sciences in Elbl\u0105g","ror":"https://ror.org/01km55q65","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210108528"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Katarzyna Wasielewska","raw_affiliation_strings":["Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland","Institute of Applied Informatics, The State University of Applied Sciences in Elblag, Elblag, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Electronics and Information Technology, Warsaw University of Technology, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487"]},{"raw_affiliation_string":"Institute of Applied Informatics, The State University of Applied Sciences in Elblag, Elblag, Poland","institution_ids":["https://openalex.org/I4210108528"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5082854095"],"corresponding_institution_ids":["https://openalex.org/I4210155236"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":11.5648,"has_fulltext":true,"cited_by_count":141,"citation_normalized_percentile":{"value":0.9913355,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"9","issue":null,"first_page":"5371","last_page":"5396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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":0.9995999932289124,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9945999979972839,"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":0.9056223630905151},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8007709980010986},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.7490493655204773},{"id":"https://openalex.org/keywords/botnet","display_name":"Botnet","score":0.6911782622337341},{"id":"https://openalex.org/keywords/arms-race","display_name":"Arms race","score":0.5673844814300537},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5511967539787292},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5134423971176147},{"id":"https://openalex.org/keywords/cryptocurrency","display_name":"Cryptocurrency","score":0.46254298090934753},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4453226923942566},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.34743764996528625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28597021102905273},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15812775492668152},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1098741888999939}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9056223630905151},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8007709980010986},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7490493655204773},{"id":"https://openalex.org/C22735295","wikidata":"https://www.wikidata.org/wiki/Q317671","display_name":"Botnet","level":3,"score":0.6911782622337341},{"id":"https://openalex.org/C2989419327","wikidata":"https://www.wikidata.org/wiki/Q322348","display_name":"Arms race","level":2,"score":0.5673844814300537},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5511967539787292},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5134423971176147},{"id":"https://openalex.org/C180706569","wikidata":"https://www.wikidata.org/wiki/Q13479982","display_name":"Cryptocurrency","level":2,"score":0.46254298090934753},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4453226923942566},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.34743764996528625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28597021102905273},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15812775492668152},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1098741888999939},{"id":"https://openalex.org/C6303427","wikidata":"https://www.wikidata.org/wiki/Q47398","display_name":"Economic history","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},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3048319","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048319","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311151.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:b2f6d90a097a4ea8adce27408d557dc5","is_oa":true,"landing_page_url":"https://doaj.org/article/b2f6d90a097a4ea8adce27408d557dc5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 5371-5396 (2021)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:142679","is_oa":true,"landing_page_url":"https://www.openaccessrepository.it/record/142679","pdf_url":null,"source":{"id":"https://openalex.org/S4306402478","display_name":"INFM-OAR (INFN Catania)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210116497","host_organization_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Catania","host_organization_lineage":["https://openalex.org/I4210116497"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3048319","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3048319","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09311151.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7900000214576721,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G3076231580","display_name":null,"funder_award_id":"833042","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5919766049","display_name":null,"funder_award_id":"833042","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8826631963","display_name":null,"funder_award_id":"Horizon 2020 Program","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3114468998.pdf","grobid_xml":"https://content.openalex.org/works/W3114468998.grobid-xml"},"referenced_works_count":196,"referenced_works":["https://openalex.org/W7469215","https://openalex.org/W9657784","https://openalex.org/W215548390","https://openalex.org/W231180639","https://openalex.org/W347692644","https://openalex.org/W1109422923","https://openalex.org/W1167171564","https://openalex.org/W1507388815","https://openalex.org/W1561983441","https://openalex.org/W1566259290","https://openalex.org/W1571503777","https://openalex.org/W1575663745","https://openalex.org/W1583484179","https://openalex.org/W1595564425","https://openalex.org/W1655377165","https://openalex.org/W1850175206","https://openalex.org/W1973403081","https://openalex.org/W1981049515","https://openalex.org/W1987510309","https://openalex.org/W1990649188","https://openalex.org/W1990680872","https://openalex.org/W1996785213","https://openalex.org/W1996975221","https://openalex.org/W2005662348","https://openalex.org/W2007647094","https://openalex.org/W2011224223","https://openalex.org/W2024170198","https://openalex.org/W2051267297","https://openalex.org/W2060144397","https://openalex.org/W2066220442","https://openalex.org/W2070268576","https://openalex.org/W2076003763","https://openalex.org/W2095470000","https://openalex.org/W2113261561","https://openalex.org/W2141177935","https://openalex.org/W2142353400","https://openalex.org/W2158874007","https://openalex.org/W2161022751","https://openalex.org/W2166924764","https://openalex.org/W2216444195","https://openalex.org/W2252815174","https://openalex.org/W2264016719","https://openalex.org/W2267635142","https://openalex.org/W2278186031","https://openalex.org/W2311926078","https://openalex.org/W2344380211","https://openalex.org/W2466394978","https://openalex.org/W2485666843","https://openalex.org/W2488579949","https://openalex.org/W2502170095","https://openalex.org/W2511701350","https://openalex.org/W2517042543","https://openalex.org/W2517430515","https://openalex.org/W2523968755","https://openalex.org/W2535690855","https://openalex.org/W2558619741","https://openalex.org/W2564186131","https://openalex.org/W2575599800","https://openalex.org/W2575803463","https://openalex.org/W2577361581","https://openalex.org/W2587355643","https://openalex.org/W2593250011","https://openalex.org/W2614419969","https://openalex.org/W2619779390","https://openalex.org/W2660067476","https://openalex.org/W2712617220","https://openalex.org/W2732916693","https://openalex.org/W2734809238","https://openalex.org/W2738882880","https://openalex.org/W2745390745","https://openalex.org/W2748832281","https://openalex.org/W2749928722","https://openalex.org/W2752485287","https://openalex.org/W2755438023","https://openalex.org/W2765820957","https://openalex.org/W2767177879","https://openalex.org/W2768025005","https://openalex.org/W2772317693","https://openalex.org/W2773446523","https://openalex.org/W2783112941","https://openalex.org/W2784097977","https://openalex.org/W2790670692","https://openalex.org/W2792850657","https://openalex.org/W2798790152","https://openalex.org/W2804188064","https://openalex.org/W2807637148","https://openalex.org/W2808828210","https://openalex.org/W2849849680","https://openalex.org/W2883822334","https://openalex.org/W2885070483","https://openalex.org/W2886020981","https://openalex.org/W2890478469","https://openalex.org/W2895787535","https://openalex.org/W2895892359","https://openalex.org/W2898726669","https://openalex.org/W2900633536","https://openalex.org/W2906347220","https://openalex.org/W2915893383","https://openalex.org/W2921573932","https://openalex.org/W2921625035","https://openalex.org/W2922171561","https://openalex.org/W2922526186","https://openalex.org/W2925226405","https://openalex.org/W2926701059","https://openalex.org/W2929803724","https://openalex.org/W2944830571","https://openalex.org/W2950774332","https://openalex.org/W2950860056","https://openalex.org/W2951146859","https://openalex.org/W2953797486","https://openalex.org/W2955425106","https://openalex.org/W2961700857","https://openalex.org/W2962763344","https://openalex.org/W2962909198","https://openalex.org/W2963065250","https://openalex.org/W2963265635","https://openalex.org/W2963418062","https://openalex.org/W2963514896","https://openalex.org/W2963650941","https://openalex.org/W2966634653","https://openalex.org/W2967058495","https://openalex.org/W2967540978","https://openalex.org/W2968388194","https://openalex.org/W2969056433","https://openalex.org/W2972552958","https://openalex.org/W2977790487","https://openalex.org/W2979795649","https://openalex.org/W2980284849","https://openalex.org/W2980839873","https://openalex.org/W2981548123","https://openalex.org/W2982605547","https://openalex.org/W2988735686","https://openalex.org/W2988961468","https://openalex.org/W2991680373","https://openalex.org/W2993981006","https://openalex.org/W2996806689","https://openalex.org/W2997191565","https://openalex.org/W2998074434","https://openalex.org/W2999731498","https://openalex.org/W3001765853","https://openalex.org/W3002335747","https://openalex.org/W3003626607","https://openalex.org/W3005738624","https://openalex.org/W3006484090","https://openalex.org/W3007254919","https://openalex.org/W3007481080","https://openalex.org/W3008083409","https://openalex.org/W3011624874","https://openalex.org/W3013896538","https://openalex.org/W3015301903","https://openalex.org/W3016227628","https://openalex.org/W3017217726","https://openalex.org/W3019514289","https://openalex.org/W3021274205","https://openalex.org/W3021324494","https://openalex.org/W3023107948","https://openalex.org/W3024417278","https://openalex.org/W3026718724","https://openalex.org/W3027255932","https://openalex.org/W3027678336","https://openalex.org/W3029697078","https://openalex.org/W3031802096","https://openalex.org/W3033620527","https://openalex.org/W3033897840","https://openalex.org/W3036196701","https://openalex.org/W3036833724","https://openalex.org/W3038674659","https://openalex.org/W3039467114","https://openalex.org/W3039528609","https://openalex.org/W3042229692","https://openalex.org/W3049266245","https://openalex.org/W3082763342","https://openalex.org/W3084074310","https://openalex.org/W3086156262","https://openalex.org/W3090540360","https://openalex.org/W3100268192","https://openalex.org/W3103457769","https://openalex.org/W4247200422","https://openalex.org/W4287867308","https://openalex.org/W4289549047","https://openalex.org/W6600428322","https://openalex.org/W6633578641","https://openalex.org/W6634105385","https://openalex.org/W6688716199","https://openalex.org/W6722450409","https://openalex.org/W6732060406","https://openalex.org/W6740449585","https://openalex.org/W6741520300","https://openalex.org/W6745117057","https://openalex.org/W6753066744","https://openalex.org/W6759424558","https://openalex.org/W6769454645","https://openalex.org/W6773797049","https://openalex.org/W6777881021","https://openalex.org/W6783233403","https://openalex.org/W7042967300"],"related_works":["https://openalex.org/W2294483539","https://openalex.org/W2378449000","https://openalex.org/W2901835651","https://openalex.org/W2883616266","https://openalex.org/W186576250","https://openalex.org/W2002178493","https://openalex.org/W2929621094","https://openalex.org/W1996006176","https://openalex.org/W4285325964","https://openalex.org/W1599449514"],"abstract_inverted_index":{"Cyber":[0],"attacks":[1],"are":[2],"currently":[3],"blooming,":[4],"as":[5],"the":[6,22,27,33,37,46,59,66,72,84,105,131,137,145,153,158,170,179,187],"attackers":[7],"reap":[8],"significant":[9],"profits":[10],"from":[11],"them":[12],"and":[13,75,87,111],"face":[14],"a":[15,56,80,101,124,141,166],"limited":[16],"risk":[17],"when":[18],"compared":[19],"to":[20,32,109],"committing":[21],"\u201cclassical\u201d":[23],"crimes.":[24],"One":[25],"of":[26,36,58,77,104,123,133,181,189],"major":[28],"components":[29],"that":[30],"leads":[31],"successful":[34],"compromising":[35],"targeted":[38],"system":[39],"is":[40,93,176],"malicious":[41],"software.":[42],"It":[43],"allows":[44],"using":[45],"victim\u2019s":[47],"machine":[48,171],"for":[49,83],"various":[50],"nefarious":[51],"purposes,":[52],"e.g.,":[53],"making":[54],"it":[55],"part":[57],"botnet,":[60],"mining":[61],"cryptocurrencies,":[62],"or":[63],"holding":[64],"hostage":[65],"data":[67],"stored":[68],"there.":[69],"At":[70],"present,":[71],"complexity,":[73],"proliferation,":[74],"variety":[76],"malware":[78,110,190],"pose":[79],"real":[81],"challenge":[82],"existing":[85,106],"countermeasures":[86],"require":[88],"their":[89],"constant":[90],"improvements.":[91],"That":[92],"why,":[94],"in":[95,136,162,186],"this":[96,127],"paper":[97],"we":[98,129,151],"first":[99],"perform":[100],"detailed":[102],"meta-review":[103],"surveys":[107],"related":[108],"its":[112],"detection":[113,163],"techniques,":[114],"showing":[115],"an":[116],"arms":[117],"race":[118],"between":[119],"these":[120],"two":[121],"sides":[122],"barricade.":[125],"On":[126],"basis,":[128],"review":[130],"evolution":[132],"modern":[134],"threats":[135],"communication":[138],"networks,":[139],"with":[140,165,178],"particular":[142],"focus":[143],"on":[144,169],"techniques":[146],"employing":[147],"information":[148],"hiding.":[149],"Next,":[150],"present":[152],"bird\u2019s":[154],"eye":[155],"view":[156],"portraying":[157],"main":[159],"development":[160],"trends":[161],"methods":[164],"special":[167],"emphasis":[168],"learning":[172],"techniques.":[173],"The":[174],"survey":[175],"concluded":[177],"description":[180],"potential":[182],"future":[183],"research":[184],"directions":[185],"field":[188],"detection.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":35},{"year":2023,"cited_by_count":28},{"year":2022,"cited_by_count":32},{"year":2021,"cited_by_count":16}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}