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2018-06-07
Rullo, Antonino, Midi, Daniele, Serra, Edoardo, Bertino, Elisa.  2017.  A Game of Things: Strategic Allocation of Security Resources for IoT. Proceedings of the Second International Conference on Internet-of-Things Design and Implementation. :185–190.
In many Internet of Thing (IoT) application domains security is a critical requirement, because malicious parties can undermine the effectiveness of IoT-based systems by compromising single components and/or communication channels. Thus, a security infrastructure is needed to ensure the proper functioning of such systems even under attack. However, it is also critical that security be at a reasonable resource and energy cost, as many IoT devices may not have sufficient resources to host expensive security tools. In this paper, we focus on the problem of efficiently and effectively securing IoT networks by carefully allocating security tools. We model our problem according to game theory, and provide a Pareto-optimal solution, in which the cost of the security infrastructure, its energy consumption, and the probability of a successful attack, are minimized. Our experimental evaluation shows that our technique improves the system robustness in terms of packet delivery rate for different network topologies.
Rullo, A., Serra, E., Bertino, E., Lobo, J..  2017.  Shortfall-Based Optimal Security Provisioning for Internet of Things. 2017 IEEE 37th International Conference on Distributed Computing Systems (ICDCS). :2585–2586.

We present a formal method for computing the best security provisioning for Internet of Things (IoT) scenarios characterized by a high degree of mobility. The security infrastructure is intended as a security resource allocation plan, computed as the solution of an optimization problem that minimizes the risk of having IoT devices not monitored by any resource. We employ the shortfall as a risk measure, a concept mostly used in the economics, and adapt it to our scenario. We show how to compute and evaluate an allocation plan, and how such security solutions address the continuous topology changes that affect an IoT environment.