Naveen Bansal - IEEE Xplore Author Profile

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Threat Modeling is one of the key tools used to identify cyber threats and evaluate the risks of cyber threats against Modern Medical Devices (MMDs). However, there is no existing study that investigates how MMD manufacturers utilize and perceive existing threat modeling methodologies. To address this gap, we conducted a survey involving 81 participants from many MMD manufacturing companies. Our r...Show More
In this paper we present a method for detecting dynamic temporal patterns that are characteristic and predictive of significant events in a dynamic data system. We employ the Gaussian Mixture Model (GMM) to cluster the data sequence into three categories of signals, e.g. normal, patterns and events. The data sequence is then embedded into a Reconstructed Phase Space (RPS) which is topologically eq...Show More