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TwinGuard-Lite: state-admission gateway for generative patient digital twins

US & West · 2d

A gateway admits an update to a twin's persistent state only after provenance, contradiction and namespace checks pass. Evaluation covers three attack families over 20 seeded splits of a semi-synthetic stream derived from the open eICU database, with roughly 29,000 candidate updates per seed.

Why it matters

Controlling data provenance and consistency at write time is critical for trusting twins in systems where errors are costly.

Relevant to DT products

DT.ETL DT.Storage

Original headline: TwinGuard-Lite: A Rule-Based State-Admission Gateway for Generative Patient Digital Twins

Read the original: arXiv API — полнотекстовый поиск "digital twin"

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