Unsupervised Baseline Clustering and Incremental Adaptation for IoT Device Traffic Profiling

Sean M. Alderman, John D. Hastings

The growth and heterogeneity of IoT devices create security challenges where static identification models can degrade as traffic evolves. This paper presents a two-stage, flow-feat…