Mechanism · Bounding unexplained information in outputs
Information the declared computation explains is not bounded
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SignificantTheoretical argumentOpen
The bound limits unexplained bits only. Outputs that the declared computation fully explains can still carry valuable information: a compression study notes that an adversary with inference access can extract more proprietary information per bit than naive transmission allows.