01/12/2020: ThS. Trần Việt Khoa (AVITECH), Federated transfer learning for Cyberattack Detection Systems in IoT Industry 4.0

Industry 4.0, known as the fourth industrial revolution, is a vision of smart factories developed based on intelligent cyber-physical systems. It greatly boosts the development of automation and data exchange in manufacturing technologies, which includes cyber-physical systems, the Internet-of-things (IoT) and cloud computing. Security challenges specific to Industry 4.0 are due to the enormous complexity in managing information, increased connectivity, decentralized control and real-time decision of manufacturing systems. There are a number of methods based on machine learning which are developed to deal with these challenges but their accuracy still need to improve. In this research, we are on the way to develop a cyberattack detection model which can analyze the local data in various locations. The combination analyzing data from different locations could exchange the “knowledge” to improve the accuracy as well as reduce the information disclosure as well as network traffic in exchanging data among the IoT gateways.

Speaker: ThS. Trần Việt Khoa, AVITECH

Time: 15:30, Tuesday, December 01, 2020

Venue: G2-315, 144 Xuan Thuy, Cau Giay, Hanoi