Deep Learning for Multimedia Processing Applications

CHAPTER 14 Cloud-Based Intrusion Detection System Using a Deep Neural Network and Human-in-the-Loop Decision Making

Hootan Alavizadeh¹ and Hooman Alavizadeh²

¹Department of Computer Science and Engineering, Wright State University, Dayton, OH, USA

²Department of Computer Science and Information Technology, School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Australia

DOI: 10.1201/9781003427674-14

14.1 Introduction

Cyber-attack identification is one of the most significant challenges of many network contexts, such as cloud [1]. Various types of cyber-attacks can be launched against the clouds’ resources and infrastructures from outside the cloud, such as compromised Internet of Thing (IoT) devices, sensors, ...