A Hybrid Model of Hesitant Fuzzy Decision-Making Analysis for Estimating Usable-Security of Software

被引:23
|
作者
Kumar, Rajeev [1 ]
Baz, Abdullah [2 ]
Alhakami, Hosam [3 ]
Alhakami, Wajdi [4 ]
Baz, Mohammed [5 ]
Agrawal, Alka [1 ]
Khan, Raees Ahmad [1 ]
机构
[1] Babasaheb Bhimrao Ambedkar Univ, Dept Informat Technol, Lucknow 226025, Uttar Pradesh, India
[2] Umm Al Qura Univ, Coll Comp & Informat Syst, Dept Comp Engn, Mecca 21955, Saudi Arabia
[3] Umm Al Qura Univ, Coll Comp & Informat Syst, Dept Comp Sci, Mecca 21955, Saudi Arabia
[4] Taif Univ, Coll Comp & Informat Technol, Dept Informat Technol, At Taif 21974, Saudi Arabia
[5] Taif Univ, Coll Comp & Informat Technol, Comp Engn Dept, At Taif 21974, Saudi Arabia
关键词
Software development life cycle; software security; usable-security; hesitant-fuzzy-AHP; hesitant-fuzzy-TOPSIS; USABILITY; AHP; TOPSIS;
D O I
10.1109/ACCESS.2020.2987941
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main idea for practicing research towards security is to maintain usability of the software as well. This can be achieved by making less complex and high secure software. Though considerable efforts have been made in this context by the developers and security experts, the standard of usable-security is not the same as it should be. Therefore, it is important to research more on the most conversant mechanisms for assessing and increasing the usable-security of software. The quantitative evaluation of usability and security is an important part in increasing the level of secure software. This paper, in particular, is intended to estimate the usable-security of software and achieve the objective of developing software with optimum security while retaining its usability. The decision-makers often find it difficult to integrate security and usability. Hence this paper approaches the integration of usability and security with its contributing attributes. Also, in this league, the present research study suggests a novel technique which is the hybrid of Analytic Hierarchy Process (AHP), Hesitant Fuzzy (HF) sets, and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) to significantly assess the usability along with security. To test the usefulness of the proposed approach hybrid HF-AHP-TOPSIS technique, the researchers applied it onto software developed for Babasaheb Bhimrao Ambedkar University in India. Furthermore, the procedural sensitivity was also achieved by using the various versions of the method. The findings of the usability along with security assessment insist that this inventive hybrid procedure would be the most conversant mechanism for determining the usable-security of software. Further these findings will be helpful in managing security without affecting the usability for end user.
引用
收藏
页码:72694 / 72712
页数:19
相关论文
共 50 条
  • [1] Fuzzy Based Decision-Making Approach for Estimating Usable-Security of Healthcare Web Applications
    Alzahrani, Fahad A.
    CMC-COMPUTERS MATERIALS & CONTINUA, 2021, 66 (03): : 2599 - 2625
  • [2] Estimating Usable-Security Through Hesitant Fuzzy Linguistic Term Sets Based Technique
    Attaallah, Abdulaziz
    Khan, Raees Ahmad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (03): : 5683 - 5705
  • [3] Multi-Level Hesitant Fuzzy Based Model for Usable-Security Assessment
    Nadeem, Mohd
    Al-Amri, Jehad F.
    Subahi, Ahmad F.
    Seh, Adil Hussain
    Khan, Suhel Ahmad
    Agrawal, Alka
    Khan, Raees Ahmad
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (01): : 61 - 82
  • [4] Hesitant Fuzzy-Sets Based Decision-Making Model for Security Risk Assessment
    Alfakeeh, Ahmed S.
    Almalawi, Abdulmohsen
    Alsolami, Fawaz Jaber
    Abushark, Yoosef B.
    Khan, Asif Irshad
    Bahaddad, Adel Aboud S.
    Agrawal, Alka
    Kumar, Rajeev
    Khan, Raees Ahmad
    CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (02): : 2297 - 2317
  • [5] An Integrated Approach of Fuzzy Logic, AHP and TOPSIS for Estimating Usable-Security of Web Applications
    Kumar, Rajeev
    Khan, Asif Irshad
    Abushark, Yoosef B.
    Alam, Md Mottahir
    Agrawal, Alka
    Khan, Raees Ahmad
    IEEE ACCESS, 2020, 8 : 50944 - 50957
  • [6] Hesitant Fuzzy Sets Based Symmetrical Model of Decision-Making for Estimating the Durability of Web Application
    Sahu, Kavita
    Alzahrani, Fahad A.
    Srivastava, R. K.
    Kumar, Rajeev
    SYMMETRY-BASEL, 2020, 12 (11): : 1 - 20
  • [7] Hesitant fuzzy parameterized hesitant fuzzy soft sets and their applications in decision-making
    Karaaslan, Faruk
    Karamaz, Fatih
    INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2022, 99 (09) : 1868 - 1889
  • [8] Evaluating the Usable-Security of Healthcare Software Through Unified Technique of Fuzzy Logic, ANP and TOPSIS
    Al-Zahrani, Fahad Ahmed
    IEEE ACCESS, 2020, 8 : 109905 - 109916
  • [9] Hesitant fuzzy soft sets and their applications in decision-making
    Chen Bin
    Guan YanYong
    2015 12TH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (FSKD), 2015, : 540 - 546
  • [10] A Multi-Perspective Benchmarking Framework for Estimating Usable-Security of Hospital Management System Software Based on Fuzzy Logic, ANP and TOPSIS Methods
    Kumar, Rajeev
    Ansari, Md Tarique Jamal
    Baz, Abdullah
    Alhakami, Hosam
    Agrawal, Alka
    Khan, Raees Ahmad
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 15 (01): : 240 - 263