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DataSHIELD server-side functions contain disclosure traps, preventing analysis that could return disclosive information and perform real-time disclosure checks during analysis. Disclosure traps are mapped to current best practice for disclosure checking (Welpton, Richard (2019): SDC Handbook. figshare. Book. https://doi.org/10.6084/m9.figshare.9958520.v1) and are configurable by data custodians in Opal to align with their governance needs and the spectrum of data sensitivity. From DataSHIELD v5 onwards there are several disclosure traps that can be deployed in server-side functions, listed below. A summary of disclosure utilised in each function is available at: Disclosure checks .
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