{"id":"https://openalex.org/W7160426874","doi":"https://doi.org/10.1007/s11227-026-08540-3","title":"DRL-SecRoute: a synergetic deep reinforcement learning paradigm for mitigating byzantine faults and SSDF attacks through heuristic spectrum cognizance in next-generation cognitive radio networks","display_name":"DRL-SecRoute: a synergetic deep reinforcement learning paradigm for mitigating byzantine faults and SSDF attacks through heuristic spectrum cognizance in next-generation cognitive radio networks","publication_year":2026,"publication_date":"2026-05-06","ids":{"openalex":"https://openalex.org/W7160426874","doi":"https://doi.org/10.1007/s11227-026-08540-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-026-08540-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08540-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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/A5103891205","display_name":"Manish Kumar Dixit","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090456","display_name":"Harcourt Butler Technical University","ror":"https://ror.org/0181a8730","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210090456"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manish Kumar Dixit","raw_affiliation_strings":["Pranveer Singh Institute of Technology, Kanpur, AKTU, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pranveer Singh Institute of Technology, Kanpur, AKTU, Uttar Pradesh, India","institution_ids":["https://openalex.org/I4210090456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135503477","display_name":"Arun Kumar Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Arun Kumar Singh","raw_affiliation_strings":["Rajkiya Engineering College, Kannauj, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajkiya Engineering College, Kannauj, Uttar Pradesh, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047706933","display_name":"Saurabh Dixit","orcid":"https://orcid.org/0000-0003-1918-9758"},"institutions":[{"id":"https://openalex.org/I166533956","display_name":"Institute of Management Technology","ror":"https://ror.org/05k0kb696","country_code":"IN","type":"education","lineage":["https://openalex.org/I166533956"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Saurabh Dixit","raw_affiliation_strings":["Sagar Institute of Technology and Management, Barabanki, Uttar Pradesh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sagar Institute of Technology and Management, Barabanki, Uttar Pradesh, India","institution_ids":["https://openalex.org/I166533956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103891205"],"corresponding_institution_ids":["https://openalex.org/I4210090456"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.944866,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"82","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.492000013589859,"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"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":0.492000013589859,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.250900000333786,"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"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.030899999663233757,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.8047000169754028},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7588000297546387},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6075000166893005},{"id":"https://openalex.org/keywords/byzantine-architecture","display_name":"Byzantine architecture","score":0.5805000066757202},{"id":"https://openalex.org/keywords/byzantine-fault-tolerance","display_name":"Byzantine fault tolerance","score":0.5611000061035156},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.4390000104904175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9031000137329102},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.8047000169754028},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7588000297546387},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6075000166893005},{"id":"https://openalex.org/C104562893","wikidata":"https://www.wikidata.org/wiki/Q47591","display_name":"Byzantine architecture","level":2,"score":0.5805000066757202},{"id":"https://openalex.org/C168021876","wikidata":"https://www.wikidata.org/wiki/Q1353446","display_name":"Byzantine fault tolerance","level":3,"score":0.5611000061035156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4690999984741211},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.4390000104904175},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4207000136375427},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.32260000705718994},{"id":"https://openalex.org/C156778621","wikidata":"https://www.wikidata.org/wiki/Q1365748","display_name":"Spectrum (functional analysis)","level":2,"score":0.3215000033378601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3181000053882599},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.30630001425743103},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27059999108314514},{"id":"https://openalex.org/C134579502","wikidata":"https://www.wikidata.org/wiki/Q1455619","display_name":"Frequency allocation","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C2989466925","wikidata":"https://www.wikidata.org/wiki/Q1061197","display_name":"Radio networks","level":4,"score":0.26350000500679016},{"id":"https://openalex.org/C161407221","wikidata":"https://www.wikidata.org/wiki/Q4382939","display_name":"Cognitive model","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-026-08540-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08540-3","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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":33,"referenced_works":["https://openalex.org/W1970961603","https://openalex.org/W1984187922","https://openalex.org/W2006146932","https://openalex.org/W2015513948","https://openalex.org/W2049450023","https://openalex.org/W2087436058","https://openalex.org/W2090495398","https://openalex.org/W2134732869","https://openalex.org/W2144369278","https://openalex.org/W2151062352","https://openalex.org/W2168078104","https://openalex.org/W2296719434","https://openalex.org/W2470520003","https://openalex.org/W2546571074","https://openalex.org/W2609220535","https://openalex.org/W2795975019","https://openalex.org/W2898035736","https://openalex.org/W2907930484","https://openalex.org/W2948597484","https://openalex.org/W2962714198","https://openalex.org/W2962792006","https://openalex.org/W2971480956","https://openalex.org/W4388101271","https://openalex.org/W4391992212","https://openalex.org/W4404849237","https://openalex.org/W4407466949","https://openalex.org/W4408519510","https://openalex.org/W4408777403","https://openalex.org/W4409060713","https://openalex.org/W4409882804","https://openalex.org/W4410458499","https://openalex.org/W4414020669","https://openalex.org/W4416187860"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-08T13:12:06.581006","created_date":"2026-05-07T00:00:00"}
