ISSN2320-2882
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Paper Title
A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets
Authors
Roopal Choubey , Rajni Bhargav
Keywords
Cybersecurity, Risk Assessment, Interval-Valued Intuitionistic Fuzzy Soft Sets, Multi-Criteria Decision-Making, Uncertainty, Algebraic Properties
Abstract
Cybersecurity risk evaluation is a sophisticated decision-making challenge characterized by uncertainty and ambiguous expert opinions. Conventional models, which depend on exact numerical values, inadequately address the intrinsic vagueness of these evaluations. This paper introduces a comprehensive framework based on Interval-Valued Intuitionistic Fuzzy Soft Sets (IVIFSS), which is adept at managing such uncertainty by concurrently reflecting an expert's levels of belief, disbelief, and indecision for each criterion through intervals. We outline the IVIFSS model along with its aggregation techniques--restricted union and intersection--to amalgamate assessments from various experts, providing formal demonstrations of their algebraic characteristics. A comprehensive numerical case study evaluating IT infrastructure elements illustrates the framework's applicability. The findings reveal a clear prioritization of assets, with the customer database server identified as the most critical component. A comparative evaluation against alternative fuzzy methodologies presented in tabular format highlights the enhanced expressiveness and robustness of the proposed model. This research concludes that the IVIFSS framework offers a systematic, mathematically rigorous, and exceptionally effective approach for ranking cybersecurity risks, surpassing traditional methods.
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Choose the style your journal or department asks for, then copy it. Every version below is generated from this paper's own record.
IJCRT — journal style
"A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets", IJCRT - International Journal of Creative Research Thoughts (www.ijcrt.org), ISSN:2320-2882, Vol.14, Issue 2, page no.c17-c24, February 2026, Available :https://ijcrt.org/papers/IJCRT2602222.pdf
APA — 7th edition
Choubey, R., & Bhargav, R. (2026). A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets. International Journal of Creative Research Thoughts, 14(2), c17-c24. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222
MLA — 9th edition
Choubey, Roopal, and Rajni Bhargav. "A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets." International Journal of Creative Research Thoughts, vol. 14, no. 2, 2026, pp. c17-c24, https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222.
Chicago — 17th, bibliography
Choubey, Roopal, and Rajni Bhargav. "A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets." International Journal of Creative Research Thoughts 14, no. 2 (2026): c17-c24. https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222.
Harvard — author–date
Choubey, R. and Bhargav, R. (2026) 'A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets', International Journal of Creative Research Thoughts, 14(2), pp. c17-c24. Available at: https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222
IEEE — numbered reference
R. Choubey and R. Bhargav, "A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets," IJCRT, vol. 14, no. 2, pp. c17-c24, Feb. 2026.
Vancouver — biomedical
Choubey R, Bhargav R. A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets. IJCRT. 2026 Feb;14(2):c17-c24.
AMA — 11th edition
Choubey R, Bhargav R. A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets. IJCRT. 2026;14(2):c17-c24. Accessed at https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222
BibTeX — Zotero, Mendeley, LaTeX
@article{IJCRT2602222,
author = {Roopal Choubey and Rajni Bhargav},
title = {A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets},
journal = {International Journal of Creative Research Thoughts},
volume = {14},
number = {2},
pages = {c17-c24},
year = {2026},
month = {February},
issn = {2320-2882},
url = {https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222}
}
RIS — EndNote, RefWorks
TY - JOUR
AU - Choubey, Roopal
AU - Bhargav, Rajni
TI - A Novel Decision-Making Framework for Cybersecurity Risk Assessment Using Interval-Valued Intuitionistic Fuzzy Soft Sets
T2 - International Journal of Creative Research Thoughts
JA - IJCRT
VL - 14
IS - 2
PY - 2026
SN - 2320-2882
UR - https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222
SP - c17-c24
ER -
Issue
Volume 14 Issue 2,
February-2026
Pages : c17-c24
Article Information
- Published In
- International Journal of Creative Research Thoughts — Volume 14, Issue 2, February 2026
- Pages
- c17-c24
- Published
- February 2026
- Registration ID
- IJCRT_301239
- Published Paper ID
- IJCRT2602222
- Research Area
- Mathematics All
- Author Type
- Indian Author
- Location
- Bhopal, Madhya Pradesh, India
- Peer Review
- Request Peer Review Report
- Licence
- CC BY 4.0 · Open Access
- ISSN & Impact Factor
- 2320-2882 · IF 9.17
- Downloads
- 196
- Permanent Link
- https://ijcrt.org/viewpaperforall.php?paper=IJCRT2602222
- Published Paper PDF
- https://ijcrt.org/papers/IJCRT2602222.pdf
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