Abstract. Privacy protection of time-series data, such as traces of household electricity usage reported by smart meters, is of much practical importance.
Apr 17, 2015 · We now discuss the specific problem of protecting smart meter readings as temporally correlated time-series data. We first review major existing ...
In this paper, we present a system for tuning a data consumer's access to personal data based on real-time privacy metrics. We first explore the potential ...
Missing: Quantifying | Show results with:Quantifying
Privacy protection of time-series data, such as traces of household electricity usage reported by smart meters, is of much practical importance. Solutions are ...
Dec 26, 2023 · We will discuss tools for estimating and automating the enforcement of privacy in datasets. Objective Data Privacy Evaluation: Discuss a ...
Missing: theoretic | Show results with:theoretic
In this paper, we present a system for tuning a data consumer's access to personal data based on real-time privacy metrics. We first explore the potential ...
Chris Y. T. Ma; David K. Y. Yau On Information-theoretic Measures for Quantifying Privacy Protection of Time-series Data In Proceedings of 10th ACM ...
We explore the problem of quantifying and protecting aggregation-based location privacy and study the privacy-utility tradeoff.
Feb 20, 2024 · We examine the relationship between privacy metrics that utilize information density to measure information.
Missing: Protection series
Aug 29, 2021 · In this paper, a new information theoretic-based privacy metric (ITPR) for assessing both the re-identification risk and sensitive information inference risk ...
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