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Open access 2026

Privacy-Preserving Edge Intelligence for Speaker Verification via Uncertainty-Aware Adaptive Feature Offloading

: Speaker verification on phones, wearables, and voice-enabled Internet-of-Things gateways must balance local privacy with reliable decisions under adverse audio. Existing privacy-preserving verification schemes generally protect a fixed representation, whereas edge-offloading policies usually adapt computation without...

Yong-Feng Zhang, Jie Chen · 0 citations
Open access 2026

Disturbed Dynamic Analysis and Robust Decision-Making Control of Complex Networks

: Complex networks in cyber–physical, transportation, and information infrastructures operate under topology variations, unmeasured disturbances, and limited actuation. This paper proposes robust disturbance-aware data-driven decision control (R-D3C), which couples a sliding-window graph-regularized estimator, disturba...

Xiu-Sen Wang, Zheng Fang, Jie Chen · 0 citations

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