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This paper presents LE3D; a novel data drift detection framework forpreserving data integrity and confidentiality. LE3D is a generalisable platformfor evaluating novel drift detection mechanisms within the Internet of Things(IoT) sensor deployments. Our framework operates in a distributed manner,preserving data privacy while still being adaptable to new sensors with minimalonline reconfiguration. Our framework currently supports multiple driftestimators for time-series IoT data and can easily be extended to accommodatenew data types and drift detection mechanisms. This demo will illustrate thefunctionality of LE3D under a real-world-like scenario.

Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework