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João Baptista de Almeida

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#data science Open access Oct 2026

Differentially private computed generation of household energy-consumption microdata for urban heat-vulnerability mapping: a computer-science evaluation of equity-audit distortion under DP budgets

Differential privacy (DP) is increasingly proposed as the mechanism by which household energy microdata can be released for climate-analytics applications such as urban heat-vulnerability mapping, yet the distortion that DP noise introduces into equity audits of those data has not been characterised formally. It formal...

Maria da Conceição Tavares, João Baptista de Almeida, Edmilza dos Santos Viegas · 0 citations

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