| CPC G06F 21/6245 (2013.01) | 19 Claims |

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1. A computer implemented method comprising:
accepting, by an information server and from a user, a request for privacy sensitive information accessible to the information server;
determining, by the information server, a remaining privacy allocation for a user of the information server;
determining, by the information server, a noise parameter for a response to the request, wherein application of the noise parameter to the response decreases a privacy loss associated with the response;
determining, by the information server, a privacy modifier for the response; and
in response to determining, by the information server, that the remaining privacy allocation satisfies the privacy modifier:
determining the response to the request;
applying the noise parameter to the response to produce a noised response;
providing the noised response to the user; and
adjusting the remaining privacy allocation according to the privacy modifier,
wherein the request includes one or more parameters of a truncated discrete Gaussian distribution with a nonzero mean.
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