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Analysis of Cybersecurities within Industrial Control Systems Using Interval-Valued Complex Spherical Fuzzy

Abdulrahman Alothaim1, Shoukat Hussain2, Suheer Al-Hadhrami3

  • 1STC's Artificial Intelligence Chair, Department of Information Systems, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia.

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This study introduces interval-valued complex T-spherical fuzzy relations (IVCT-spherical-FRs) to analyze cybersecurity threats and defenses. The research identifies effective cybersecurity techniques using Hasse diagrams, enhancing digital security strategies.

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Area of Science:

  • Computer Science
  • Information Security
  • Mathematics

Background:

  • Digital technology impacts all life aspects, offering benefits but also risks like cybercrime.
  • Cybercrime involves criminal activities targeting digital systems, necessitating robust cybersecurity measures.
  • Cybersecurity is crucial for defending against cyberattacks and mitigating digital threats.

Purpose of the Study:

  • To introduce and investigate interval-valued complex T-spherical fuzzy relations (IVCT-spherical-FRs).
  • To analyze the relationships between cybersecurity types and cyberattack sources.
  • To develop and apply Hasse diagrams for evaluating cybersecurity techniques.

Main Methods:

  • Utilized interval-valued complex T-spherical fuzzy relations (IVCT-spherical-FRs).
  • Developed Hasse diagrams for interval-valued complex T-spherical partial order sets and relations.
  • Applied Hasse diagram concepts to examine cybersecurity techniques and practices.

Main Results:

  • Established relationships between various cybersecurity measures and cyberattack origins.
  • Developed a Hasse diagram framework for analyzing cybersecurity.
  • Identified the most effective cybersecurity methods through Hasse diagram analysis.

Conclusions:

  • The proposed IVCT-spherical-FRs provide a novel approach to cybersecurity analysis.
  • Hasse diagrams are effective tools for evaluating and comparing cybersecurity strategies.
  • The study demonstrates the benefits of the developed methods for enhancing cybersecurity.