Extending a Trust model for Energy Trading with Cyber-Attack Detection

Electronics

Isabel Praça¹  Sinan Wannous¹  Rui Andrade¹  Tiago Pinto¹ 

[1] GECAD—Knowledge Engineering and Decision Support Research Centre, School of Engineering, Polytechnic of Porto (ISEP/IPP), 4050-535 Porto, Portugal;

关键词: cyber-attack detection;    IoT;    trust;    energy trading;    trusted negotiations;   

DOI  :  10.3390/electronics10161975

来源: DOAJ

【 摘 要 】

This paper explores the concept of the local energy markets and, in particular, the need for trust and security in the negotiations necessary for this type of market. A multi-agent system is implemented to simulate the local energy market, and a trust model is proposed to evaluate the proposals sent by the participants, based on forecasting mechanisms that try to predict their expected behavior. A cyber-attack detection model is also implemented using several supervised classification techniques. Two case studies were carried out, one to evaluate the performance of the various classification methods using the IoT-23 cyber-attack dataset; and another one to evaluate the performance of the developed trust mode.

【 授权许可】

Unknown