VQC-ZTI: Variational Quantum Control for Zero Trust Protection of the Tactile Internet
Tactile Internet services couple cyber events directly to physical actuation, so security decisions must improve risk discrimination without perturbing the control path. This paper presents VQC-ZTI, a split-plane Variational Quantum Classifier framework for zero-trust protection of Tactile Internet services, in which an off-path VQC analyzes encrypted-flow telemetry while an on-path policy engine applies cached deterministic grant, restrict, step-up, and deny actions. By decoupling anomaly scoring from enforcement, VQC-ZTI preserves predictable control behavior and allows detector sensitivity and policy aggressiveness to be tuned independently. We evaluate the framework on CESNET-derived ...
| Authors | Mubassir Serneabat Sudipto, Shakil Ahmed, Ashfaq Khokhar |
|---|---|
| Primary category | cs.CR |
| Published | 19 August 2026 |
| Last updated at source | 27 August 2026 |
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