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A smart grid is an advanced method for supplying electricity to the consumersalleviating the limitations of the existing system. It causes frequent meterreading transmission from the end-user to the supplier. This frequent datatransmission poses privacy risks. Several works have been proposed to solvethis problem but cannot ensure privacy at the optimal level. This work is basedon a distributed trust-based data aggregation system leveraging a secretsharing mechanism. In this work, we show that {\em three aggregators} areenough for ensuring consumer's privacy in a distributed trust-based system. Weleverage the idea of anonymity in our research and show that neither an activeattacker nor a passive attacker can breach consumer's privacy. We show proof ofour concept mathematically and in a cryptographic game based mechanism. We nameour new proposed system \emph{"Distributed Trust Based Anonymous System(DTBAS)"}.

Optimizing Smart Grid Aggregators and Measuring Degree of Privacy in a Distributed Trust Based Anonymous Aggregation System