Scalable architecture for autonomous malware detection and defense in software-defined networks using federated learning approaches.
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| Title: | Scalable architecture for autonomous malware detection and defense in software-defined networks using federated learning approaches. |
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| Authors: | Ranpara R; Faculty of Computer Applications, Marwadi University, Rajkot, 360003, India., Patel SK; Department of Computer Engineering, Marwadi University, Rajkot, 360003, India., Kumar OP; Department of Electronics and Communication Engineering, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, 576104, India. omprakash.kumar@manipal.edu., Al-Zahrani FA; Computer Engineering Department, Umm Al-Qura University, 24381, Mecca, Saudi Arabia. fayzahrani@uqu.edu.sa. |
| Source: | Scientific reports [Sci Rep] 2025 Aug 18; Vol. 15 (1), pp. 30190. Date of Electronic Publication: 2025 Aug 18. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-025-14512-z |
