Game-Theoretic Design of Secure and Resilient Distributed Support Vector Machines with Adversaries

12 Oct 2017Rui ZhangQuanyan Zhu

With a large number of sensors and control units in networked systems, distributed support vector machines (DSVMs) play a fundamental role in scalable and efficient multi-sensor classification and prediction tasks. However, DSVMs are vulnerable to adversaries who can modify and generate data to deceive the system to misclassification and misprediction... (read more)

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