In-network aggregation can save significant bandwidth in a distributed query systems, but is subject to attack by adversaries. Prior work addressed settings where data sources are trusted, but the aggregation infrastructure needs to be secured. We study extensions that also make aggregate queries robust to adversarial data sources, which can inject spurious values into the data stream to be agg...