Application of the IoTDevID methodology to the LSIF dataset as part of my PhD thesis "Behaviour-based Security with Machine Learning on IoT Networks". LSIF DATA: https://github.com/netlab-stevens/LSIF The PhD thesis : Behaviour-based Security with Machine Learning on IoT Networks (link will be added later.) Please see: IoTDevID