ResIoT:An IoT Social Framework Resilient to Malicious Activities

作     者：Giancarlo Fortino Fabrizio Messina Domenico Rosaci Giuseppe M.L.Sarnè Giancarlo Fortino;Fabrizio Messina;Domenico Rosaci;Giuseppe M. L. Sarnè

作者机构：IEEE the Department DIMESUniversity of CalabriaVia P.Bucci87036 Rende(CS)Italy the Department DMIUniversity of CataniaViale Andrea Doria 695126 Catania(CT)Italy the Department DIIESUniversity MediterraneaLoc.Feo di Vito89122 Reggio Cal.(RC)Italy the Department DICEAMUniversity MediterraneaLoc.Feo di Vito89122 Reggio Cal.(RC)Italy 

出 版 物：《IEEE/CAA Journal of Automatica Sinica》 (自动化学报（英文版）)

年 卷 期：2020年第7卷第5期

页      面：1263-1278页

核心收录：

学科分类：1305[艺术学-设计学（可授艺术学、工学学位）] 080904[工学-电磁场与微波技术] 0810[工学-信息与通信工程] 13[艺术学] 0809[工学-电子科学与技术（可授工学、理学学位）] 081104[工学-模式识别与智能系统] 08[工学] 080402[工学-测试计量技术及仪器] 0804[工学-仪器科学与技术] 081001[工学-通信与信息系统] 081101[工学-控制理论与控制工程] 0811[工学-控制科学与工程] 

基　　金：partially supported by the University of Catania,Piano per la Ricerca 2016-2018-Linea di intervento 1(Chance),prot.2019-UNCTCLE-0343614 the Italian MIUR,PRIN 2017 Project“Fluidware”(CUP H24I17000070001) 

主　　题：Group formation internet of things(IoT) multiagent system reputation 

摘      要：The purpose of the next internet of things(Io T)is that of making available myriad of services to people by high sensing intelligent devices capable of reasoning and real time *** convergence of Io T and multi-agent systems(MAS)provides the opportunity to benefit from the social attitude of agents in order to perform machine-to-machine(M2 M)cooperation among smart ***,the selection of reliable partners for cooperation represents a hard task in a mobile and federated context,especially because the trustworthiness of devices is largely *** issues discussed above can be synthesized by recalling the well known concept of social resilience in Io T systems,i.e.,the capability of an Io T network to resist to possible attacks by malicious agent that potentially could infect large areas of the network,spamming unreliable information and/or assuming unfair *** this sense,social resilience is devoted to face malicious activities of software agents in their social interactions,and do not deal with the correct working of the sensors and other information *** this setting,the use of a reputation model can be a practicable and effective solution to form local communities of agents on the basis of their social *** this paper,we propose a framework for agents operating in an Io T environment,called Res Io T,where the formation of communities for collaborative purposes is performed on the basis of agent *** order to validate our approach,we performed an experimental campaign by means of a simulated framework,which allowed us to verify that,by our approach,devices have not any economic convenience to performs misleading ***,further experimental results have shown that our approach is able to detect the nature of the active agents in the systems(i.e.,honest and malicious),with an accuracy of not less than 11%compared to the best competitor tested and highlighting a high resilience with respect to some