{"id":"https://openalex.org/W4390663015","doi":"https://doi.org/10.1007/s42979-023-02516-3","title":"Classification of Malware from the Network Traffic Using Hybrid and Deep Learning Based Approach","display_name":"Classification of Malware from the Network Traffic Using Hybrid and Deep Learning Based Approach","publication_year":2024,"publication_date":"2024-01-08","ids":{"openalex":"https://openalex.org/W4390663015","doi":"https://doi.org/10.1007/s42979-023-02516-3"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-023-02516-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-023-02516-3","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/A5001742799","display_name":"Praful R. Pardhi","orcid":"https://orcid.org/0000-0003-0043-8013"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Praful R. Pardhi","raw_affiliation_strings":["Department of Computer Science and Engineering, Shri Ramdeobaba College of Engineering and Management, Nagpur, Maharashtra, India","School of Computer Engineering, KIIT Deemed to be University, Bhubaneshwar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shri Ramdeobaba College of Engineering and Management, Nagpur, Maharashtra, India","institution_ids":[]},{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneshwar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074851678","display_name":"Jitendra Kumar Rout","orcid":"https://orcid.org/0000-0002-5295-1110"},"institutions":[{"id":"https://openalex.org/I38335241","display_name":"National Institute of Technology Raipur","ror":"https://ror.org/02y553197","country_code":"IN","type":"education","lineage":["https://openalex.org/I38335241"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jitendra Kumar Rout","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology, Raipur, Chhattisgarh, India"],"raw_orcid":"https://orcid.org/0000-0002-5295-1110","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology, Raipur, Chhattisgarh, India","institution_ids":["https://openalex.org/I38335241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065942643","display_name":"Niranjan Kumar Ray","orcid":"https://orcid.org/0000-0002-7197-4545"},"institutions":[{"id":"https://openalex.org/I67357951","display_name":"KIIT University","ror":"https://ror.org/00k8zt527","country_code":"IN","type":"education","lineage":["https://openalex.org/I67357951"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Niranjan Kumar Ray","raw_affiliation_strings":["School of Computer Engineering, KIIT Deemed to be University, Bhubaneshwar, Odisha, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, KIIT Deemed to be University, Bhubaneshwar, Odisha, India","institution_ids":["https://openalex.org/I67357951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010597928","display_name":"Santosh Kumar Sahu","orcid":"https://orcid.org/0000-0001-7887-2261"},"institutions":[{"id":"https://openalex.org/I172790451","display_name":"Oil and Natural Gas Corporation (India)","ror":"https://ror.org/01j8exy17","country_code":"IN","type":"company","lineage":["https://openalex.org/I172790451"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Santosh Kumar Sahu","raw_affiliation_strings":["GEOPIC, Oil Natural Gas Corporation Ltd., Dehradun, Uttarakhand, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GEOPIC, Oil Natural Gas Corporation Ltd., Dehradun, Uttarakhand, India","institution_ids":["https://openalex.org/I172790451"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074851678"],"corresponding_institution_ids":["https://openalex.org/I38335241"],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":3.2882,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.92493241,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"5","issue":"1","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":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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.8180853128433228},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8170665502548218},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6296753883361816},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6084359288215637},{"id":"https://openalex.org/keywords/mobile-malware","display_name":"Mobile malware","score":0.595923662185669},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5516216158866882},{"id":"https://openalex.org/keywords/safeguard","display_name":"Safeguard","score":0.5164087414741516},{"id":"https://openalex.org/keywords/hacker","display_name":"Hacker","score":0.5125184059143066},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.494947612285614},{"id":"https://openalex.org/keywords/login","display_name":"Login","score":0.49107789993286133},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.43341416120529175},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4313867390155792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3949892520904541},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23690909147262573},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.1780792772769928},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.15777069330215454},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09564533829689026}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8180853128433228},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8170665502548218},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6296753883361816},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6084359288215637},{"id":"https://openalex.org/C2780967490","wikidata":"https://www.wikidata.org/wiki/Q1291200","display_name":"Mobile malware","level":3,"score":0.595923662185669},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5516216158866882},{"id":"https://openalex.org/C2780771206","wikidata":"https://www.wikidata.org/wiki/Q3271761","display_name":"Safeguard","level":2,"score":0.5164087414741516},{"id":"https://openalex.org/C86844869","wikidata":"https://www.wikidata.org/wiki/Q2798820","display_name":"Hacker","level":2,"score":0.5125184059143066},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.494947612285614},{"id":"https://openalex.org/C113324615","wikidata":"https://www.wikidata.org/wiki/Q472302","display_name":"Login","level":2,"score":0.49107789993286133},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.43341416120529175},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4313867390155792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3949892520904541},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23690909147262573},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.1780792772769928},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.15777069330215454},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09564533829689026},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42979-023-02516-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-023-02516-3","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":29,"referenced_works":["https://openalex.org/W2215444025","https://openalex.org/W2744896416","https://openalex.org/W2768726319","https://openalex.org/W2782221274","https://openalex.org/W2792736988","https://openalex.org/W2802988977","https://openalex.org/W2889226163","https://openalex.org/W2913493033","https://openalex.org/W2962700793","https://openalex.org/W2970916071","https://openalex.org/W2981292756","https://openalex.org/W2986232939","https://openalex.org/W2991150929","https://openalex.org/W2994101726","https://openalex.org/W3009109922","https://openalex.org/W3026718724","https://openalex.org/W3038549562","https://openalex.org/W3082575476","https://openalex.org/W3083703328","https://openalex.org/W3134667104","https://openalex.org/W3135833142","https://openalex.org/W3136893096","https://openalex.org/W3180793699","https://openalex.org/W3195121218","https://openalex.org/W3217530273","https://openalex.org/W4200214640","https://openalex.org/W4200493858","https://openalex.org/W4211210065","https://openalex.org/W4297912720"],"related_works":["https://openalex.org/W2538622067","https://openalex.org/W2181494682","https://openalex.org/W3114159050","https://openalex.org/W4245250093","https://openalex.org/W2609233367","https://openalex.org/W2484248966","https://openalex.org/W4200054778","https://openalex.org/W2777464647","https://openalex.org/W2965539362","https://openalex.org/W4249118297"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6}],"updated_date":"2026-01-22T23:29:09.771500","created_date":"2025-10-10T00:00:00"}