Overview of Cyber Security in Intelligent and Sustainable Manufacturing

Title

Overview of Cyber Security in Intelligent and Sustainable Manufacturing

Creator

Paul A.; Sinha S.; Kumar P.; Choudhary S.; Samdani K.; Mishra S.

Description

With the advent of the Internet of Things (IoT), a new transformation is predominant in the manufacturing industry, termed Industry 4.0. The revolution of IoT with artificial intelligence, Web3, robotics, and automation has transformed the traditional manufacturing system into a smart manufacturing system (SMS) by adding an intelligent component capable of automatic data collection through using sensors, processing data autonomously, and controlling machines remotely. However, adding automated intelligence, autonomous systems, and real-time data processing presents an insecure surface to cyber attackers to penetrate these cyber-physical systems (CPSs) and cause physical damage. This chapter presents a detailed discussion of cyber threats and incidents in the intelligent manufacturing industry, along with the available acceptable mitigation strategies. A taxonomy of cyber attacks on intelligent manufacturing systems clearly shows the difference between information technology threats and smart manufacturing cyber-threats. A detailed discussion on the limitations of SMSs in implementing cyber security is presented. Finally, some innovative machine learningbased security mechanisms (ML-based intrusion detection systems) are discussed that promise to detect anomalies/intrusions in such systems. 2025 selection and editorial matter, Ajay Kumar, Parveen Kumar, Yang Liu, and Rakesh Kumar.

Source

Handbook of Intelligent and Sustainable Manufacturing: Tools, Principles, and Strategies, pp. 95-118.

Date

2024-01-01

Publisher

CRC Press

Coverage

Paul A., Banasthali Vidyapith (Deemed to be University), Rajasthan, India; Sinha S., CHRIST (Deemed to be University), Karnataka, Bengaluru, India; Kumar P., Department of Mechanical Engineering, Rawal Institute of Engineering and Technology, Haryana, Faridabad, India; Choudhary S., Banasthali Vidyapith (Deemed to be University), Rajasthan, India; Samdani K., Banasthali Vidyapith (Deemed to be University), Rajasthan, India; Mishra S., Banasthali Vidyapith (Deemed to be University), Rajasthan, India

Rights

Restricted Access

Relation

ISBN: 978-104009695-6; 978-103251983-8

Format

Online

Language

English

Type

Book chapter

Identifier

https://doi.org/10.1201/9781003405870-6

https://www.scopus.com/inward/record.uri?eid=2-s2.0-85202116839&doi=10.1201%2f9781003405870-6&partnerID=40&md5=724280790c37f92c0977eeb3903deeee