Private Correlations Certify Sensing Capability
The work establishes that private correlations in a quantum state serve as a quantitative certificate for distributed sensing capabilities when supplemented by an assisting channel. It proves that positive private information allows one to guarantee a strictly positive lower bound on locally accessible sensing capability, even in noisy environments. This translates operational privacy properties into rigorous metrological performance metrics.