The Case for Retraining of ML Models for IoT Device Identification at the Edge. - Kolcun, Roman; Popescu, Diana Andreea; Safronov, Vadim; Yadav, Poonam; Mandalari, Anna Maria; Xie, Yiming; Mortier, Richard; Haddadi, Hamed (CoRR, 2020)