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Node authentication is essential in wireless body area network (WBAN), as the data collected in the WBAN is important and closely related to the personal privacy especially in the health applications. Traditional authentication solutions usually require priori knowledge, advanced hardware or out-of-band channels, which are impractical for the WBAN, and the data-based authentication scheme has been...
Analog circuits contribute to as much test cost as digital circuits. Traditional model-based testing (e.g. catastrophic, range-based, regression models) had limited success due to diversity of circuits and contributing metrics. We propose a model-free analog circuit testing using a combination of advanced signal processing and machine learning techniques with low computation and memory requirements...
Online traffic classification has been widely used in quality of service measurements, network management and security monitoring. Currently, more and more research works tend to apply machine learning techniques to online traffic classification, and most of them are based on supervised learning and unsupervised learning techniques. Although supervised learning method has exhibited good classification...
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