Articles with "unseen iot" as a keyword



A generalized three-tier hybrid model for classifying unseen (IoT devices) in smart home environments

Sign Up to like & get
recommendations!
Published in 2025 at "Scientific Reports"

DOI: 10.1038/s41598-025-19303-0

Abstract: Data drift caused due to network changes, new device additions, or model degradation alters the patterns learned by ML/DL models, resulting in poor classification performance. This creates the need for a generalized, drift-resilient model that… read more here.

Keywords: classification; unseen iot; model; accuracy ... See more keywords