Nazym Mukusheva

Dr. Nazym Mukusheva


Research Focus & Metrics

Academic Career Length

1Year (2026-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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12 November 2026 in Future Internet
Verified
Journal Article
Open access
PDF file
KSKakim Sagindykov
Kakim Sagindykov
NMNazym Mukusheva
Nazym Mukusheva
DTDinara Tokseit
Dinara Tokseit
AUAltyn Urynbassarova
Altyn Urynbassarova
STShyryn Tutkyshbayeva
Shyryn Tutkyshbayeva
Decentralized cyber–physical systems (CPSs) improve scalability and fault tolerance but expose local controllers and neighbor-to-neighbor coordination to integrity, availability, and multi-agent attacks. This study presents a PRISMA-guided systematic mapping of cyber-resilience methods for decentralized CPSs and integrates the evidence into a taxonomy and assessment framework. A Scopus search exported on 14 September 2026 yielded 366 records; 337 primary records were screened, 163 underwent eligibility assessment, 79 were included, and 72 met a six-criterion quality threshold for Core synthesis. Power systems and microgrids represented 55.6% of Core studies, false-data/deception attacks were the largest primary attack family (31.9%), and only 18.1% evaluated explicit multi-vector or hybrid attacks. Simulation-only validation dominated (70.8%), while 29.2% provided strong experimental, real-time, hardware-in-the-loop, laboratory, or co-simulation evidence. The synthesis shows comparatively mature work on resilient control, detection, observer-based compensation, and consensus but limited evidence on recovery, self-healing, safety preservation, cross-domain transfer, and reproducible multi-vector evaluation. The proposed framework connects attack models, topology assumptions, resilience mechanisms, validation strength, and measurable outcomes, providing a traceable basis for comparing methods and designing stronger future evaluations.