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This article argues that, as a matter of constitutional law, government agencies that engage in policing cannot collect digital data, particularly about individuals for whom there is no suspicion of wrongdoing, without a sufficient regulatory scheme in place. A sufficient regulatory scheme justifies collection, achieves a public end, and has adequate protections for individual rights. Unauthorized and unregulated bulk digital collection of surveillance data simply may not occur.

Private Data/Public Regulation by Hoover Institution

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