Abstract

A large-scale Cyber-Physical System (CPS) such as a smart grid usually provides service to a vast number of users as a public utility. Security is one of the most vital aspects in such critical infrastructures. The existing CPS security usually considers the attack from the information domain to the physical domain, such as injecting false data to damage sensing. Social Collective Attack on CPS (SCAC) is proposed as a new kind of attack that intrudes into the social domain and manipulates the collective behavior of social users to disrupt the physical subsystem. To provide a systematic description framework for such threats, we extend MITRE ATT&CK, the most used cyber adversary behavior modeling framework, to cover social, cyber, and physical domains. We discuss how the disinformation may be constructed and eventually leads to physical system malfunction through the social-cyber-physical interfaces, and we analyze how the adversaries launch disinformation attacks to better manipulate collective behavior. Finally, simulation analysis of SCAC in a smart grid is provided to demonstrate the possibility of such an attack.

Highlights

  • CPSs (Cyber-Physical Systems) are systems that connect the physical world with the digital

  • We focused on one new kind of attack for large-scale CPSs called Social

  • The biggest difference between the social collective attack and previous attack methods is that the former manipulates collective behavior to disrupt the CPS by directly intruding into the social domain

Read more

Summary

Introduction

CPSs (Cyber-Physical Systems) are systems that connect the physical world with the digital. Many of them work as critical infrastructures and provide services to millions of users The security of such large-scale CPSs is becoming increasingly important [1,2]. [14,15] are good examples that cause the power grid instability through the intrusion into the end systems of power users, the attacks were initiated from the cyber domain. Collective Attack on CPS (SCAC), which maliciously manipulates the collective behavior of a large number of users by directly intruding into the social domain to disrupt the CPS. We give an extensive analysis of the implementation of SCAC in a smart grid called Drastic Demand Change (DDC) attack, which manipulates a large number of users by disinformation to modify their electricity consumption behavior, and the sudden change of power load demand leads to the instability of the power grid.

Related Work
Traditional Security Model of CPS
Attacks Initiated from Social Networks
Power System Attacks by Demand-Side Manipulation
Attack Model and Procedures
System Model of CPS Combined with the Social Domain
Model and Steps of Social Collective Attack on CPS
Reconnaissance and Planning
Disinformation Fabrication
Disinformation Propagation and Amplification on Social Media
Disinformation Exploitation
Evaluation and Calibration
Disinformation Fabrication and Exploitation Procedures
Disinformation Based on the Fast Attack
Disinformation Based on Reverse Demands Attack
Formal Description and Evaluation of the SCAC Model
Formal Description of the Physical System Instability Mechanism
Formal Evaluation of the SCAC Attack Effect
Search and Analyze the Social Relationships
Estimate the Number of Infected Users
Estimate Demand Change When Manipulated
Power System Model and Power Price Model
Simulation Evaluation
The Influence of Disinformation Contents on the Attack Effect
The Accuracy of Impact Evaluation
The Effectiveness of the Fast Attack and the Reverse Demands Attack
Conclusions
Full Text
Paper version not known

Talk to us

Join us for a 30 min session where you can share your feedback and ask us any queries you have

Schedule a call

Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.