most citedPrivacy-Preserving Data Quality Assessment for Time-Series IoT Sensors

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cs.IT2025★ 3 cited

Privacy-Preserving Data Quality Assessment for Time-Series IoT Sensors

Novoneel Chakraborty, Abhay Sharma, Jyotirmoy Dutta +1

Data from Internet of Things (IoT) sensors has emerged as a key contributor to decision-making processes in various domains. However, the quality of the data is crucial to the effe…

cs.IT2024

Optimal Tree-Based Mechanisms for Differentially Private Approximate CDFs

V. Arvind Rameshwar, Anshoo Tandon, Abhay Sharma

This paper considers the -differentially private (DP) release of an approximate cumulative distribution function (CDF) of the samples in a dataset. We assume that the…