Differential privacy implements a system that minimizes the risk of identifying individual data within a dataset. By integrating noise into the data or queries accessing the data, it ensures individual privacy while allowing for the statistical analysis of the dataset as a whole. Women in tech can lead advancements in differential privacy techniques, enhancing data security and privacy without compromising the utility of the data.
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