We propose a privacy-preserving aggregation scheme under a malicious attacks model. in which the aggregator may forge householders’ billing. or a neighborhood aggregation data. or collude with compromised smart meters to reveal object householders’ fine-grained data. https://parisnaturalfoodes.shop/product-category/glucosmart/