Sentence examples for and data utility from inspiring English sources

Our efforts are focused on translating the theoretical promise of new measures for privacy protection and data utility into practical tools and approaches.

This research seek to translate the promise of robust, formal measures for privacy and data utility from the theoretical computer science literature into a set of integrated practical tools and methods for privacy-protective data sharing.

Several recent public and private shifts in clinical data sharing policies and procedures promise to improve access and data utility to reduce waste in research and increase efficiency of evidence synthesis.

This may facilitate a more effective trade-off between privacy protection and data utility.

Finally, a privacy-aware strategy should find an acceptable trade-off between data privacy and data utility.

The solution that we report is based on -differential privacy, and provides a good balance between privacy and data utility.

We describe the protocol development and illustrate data utility by comparing results across three trail surface types.

This allows us to mask the original ratings to preserve k-anonymity-like data privacy, and enhance data utility (quantified using prediction accuracy in this paper).

The parameter ε controls the trade-off between the desired privacy level and the data utility.

The parameter ε allows us to control the balance between the level of privacy and the data utility.

Any data access mechanism involves a tradeoff between the privacy risk and the data utility.