Application of Constraint Satisfaction framework to zero trust security Model

Authors

  • Manas Kumar Yogi
  • Dwarampudi Aiswarya

Keywords:

Security, Attack, Malicious, Constraint, Satisfaction

Abstract

The zero-trust era has dawned with the advent of security models which addresses the gap between established security models. As cyber-security risks are advancing with the various natures of attacks, the threat has to be minimized by application of robust security models based on mathematical foundations. This study attempts to rehash few challenges existing in popular trust computing models and tries to bring out the characteristic features of constraint satisfaction framework to deploy zero security models in ubiquitous computing ecosystems. By applying constraint satisfaction in development of trust models, we represent the trust value to be minimum or which tends to zero-in a secure computing environment. We have arrived at a zero-trust model in such a scenario where the proposed framework proves to induce zero trust. We intend to draw light on the inherent challenges in applying the zero trust models which in future will become a pertinent aspect in secure computing establishments. Be it IoT ecosystem or any other smart environment under the spectrum of Industry 4.0, zero trust models will hold the fort of security in years to come.

References

Tidjon LN, Khomh F. Never trust, always verify: a roadmap for Trustworthy AI? arXiv preprint arXiv: 2206.11981. 2022.

Samaniego Mayra, Ralph Deters. Zero-trust hierarchical management in IoT. 2018 IEEE international congress on Internet of Things (ICIOT). 2018; 88–95.

Da Veiga Adele, et al. Defining organisational information security culture—Perspectives from academia and industry. Comput Secur. 2020; 92: 101713.

Yan Xiangshuai, Huijuan Wang. Survey on zero-trust network security. International Conference on Artificial Intelligence and Security; Singapore: Springer; 2020.

Papakonstantinou Nikolaos, et al. Towards a zero trust hybrid security and safety risk analysis method. International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 83983. American Society of Mechanical Engineers. 2020.

Papakonstantinou Nikolaos, et al. A zero trust hybrid security and safety risk analysis method. J Comput Inf Sci Eng. 2021; 21(5): 050907.

Chen Baozhan, et al. A security awareness and protection system for 5G smart healthcare based on zero-trust architecture. IEEE Internet Things J. 2020; 8(13): 10248–10263.

Hale Britta, et al. A Zero-Trust Methodology for Security of Complex Systems with Machine Learning Components. International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 85376. American Society of Mechanical Engineers. 2021.

Barták Roman, Salido Miguel A, Francesca Rossi. Constraint satisfaction techniques in planning and scheduling. J Intell Manuf. 2010; 21(1): 5–15.

Campbell Earl, Ankur Khurana, Ashley Montanaro. Applying quantum algorithms to constraint satisfaction problems. Quantum. 2019; 3: 167.

Satake Yuki, Hiroshi Unno, Hinata Yanagi. Probabilistic inference for predicate constraint satisfaction. Proceedings of the AAAI Conference on Artificial Intelligence. 2020; 34(02): 1644–51.

Miltzow Tillmann, Schmiermann Reinier F. On classifying continuous constraint satisfaction problems. 2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS). 2022; 781–791.

Nadeem M, Arshad A, Riaz S, Zahra SW, Dutta AK, Alruban A, Almutairi B, Almotairi S. Two-Layer Security Algorithms to Prevent Attacks on Data in Cyberspace. Appl Sci. 2022; 12(19): 9736. https://doi.org/10.3390/app12199736.

Nadeem M, Arshad A, Riaz S, Zahra SW, Dutta AK, Almotairi S. Preventing the Cloud Networks through Semi-Supervised Clustering from Both Sides Attacks. Appl Sci. 2022; 12(15): 7701. https://doi.org/10.3390/app12157701.

Nadeem M, Arshad A, Riaz S, Band SS, Mosavi A. Intercept the Cloud Network from Brute Force and DDoS Attacks via Intrusion Detection and Prevention System. IEEE Access. 2021; 9: 152300–152309. doi: 10.1109/ACCESS.2021.3126535.

Downloads

Published

2022-12-22

Issue

Vol. 10 No. 3 (2022)

Section

Review Articles

License

Declaration and Copyright Transfer Form

(to be completed by authors)

I/ We, the undersigned author(s) of the submitted manuscript, hereby declare, that the above manuscript which is submitted for publication in the STM Journals(s), is not published already in part or whole (except in the form of abstract) in any journal or magazine for private or public circulation, and, is not under consideration of publication elsewhere.

  • I/We will not withdraw the manuscript after 1 week of submission as I have read the Author Guidelines and will adhere to the guidelines.
  • I/We Author(s ) have niether given nor will give this manuscript elsewhere for publishing after submitting in STM Journal(s).
  • I/ We have read the original version of the manuscript and am/ are responsible for the thought contents embodied in it. The work dealt in the manuscript is my/ our own, and my/ our individual contribution to this work is significant enough to qualify for authorship.
  •  I/We also agree to the authorship of the article in the following order:

Author’s name                                    

 

1. ________________

2. ________________

3. ________________

4. ________________

 

We  Author(s) tick this box and would request you to consider it as our signature as we agree to the terms of this Copyright Notice, which will apply to this submission if and when it is published by this journal.