Classic sketches (Count-Min, HyperLogLog) save memory, but an adversary who knows the hash can inflate or hide the count. TRUSS delivers the same compact summary with proven adversarial robustness — the measurement doesn't bend.
When the metric becomes money or a rule — usage billing, rate-limits, abuse detection, retrieval metering — the count must resist those with an incentive to manipulate it. TRUSS is the summary that withstands the adversary.
TUBE measures value with a bound, PLUMB measures time with an interval, TRUSS measures the count with robustness. Together: the whole telemetry — value, when and how much — proved, not estimated.
Based on adversarially robust sketches (JACM 2022), with no installable tool on the market — TRUSS is the engineering that closes that gap. Step-0 in progress.