Fingerprint and Iris Template Protection for Health Information System Access and Security

被引:4
|
作者
Abdul, Wadood [1 ]
Alzamil, Abdullah [1 ]
Masri, Hammam [1 ]
Ul Haq, Qazi Emad [2 ]
Ghouzali, Sanaa [3 ]
Hussain, Muhammad [2 ]
AlZuair, Mansour [1 ]
机构
[1] King Saud Univ, Dept Comp Engn, Coll Comp & Informat Sci, Riyadh 11543, Saudi Arabia
[2] King Saud Univ, Dept Comp Sci, Coll Comp & Informat Sci, Riyadh 11543, Saudi Arabia
[3] King Saud Univ, Informat Technol Dept, Coll Comp & Informat Sci, Riyadh 11543, Saudi Arabia
关键词
Biometric Template Protection; Chaos; Hadamard; Iris; Fingerprint;
D O I
10.1166/jmihi.2017.2149
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Healthcare and other mobile based applications require a certain level of trust, privacy and security, especially when it comes to authentication of a user, let it be a medical professional or patient. Biometric based authentication offers several advantages over other methods such as passwords and ID cards. There has been a major development and usage of biometrics in recent years. The importance of individual verification is advancing along with the advancement of mobile and health information systems. Biometrics play a huge part in the field of authentication and access control. Biometrics such as face, fingerprints and iris recognition have shown more efficiency in identification of individuals. However, biometric authentication systems must withstand attacks especially in unattended remote applications such as e-health. In this paper, we will focus on template database attacks which includes attacks on the integrity of biometric templates by presenting a new approach using both chaos and Hadamard matrices. Although a considerable amount of work was conducted on protecting biometric templates, the proposed approaches in the literature do not satisfy the main requirements of security, performance, diversity and revocability. However, our approach contributes better results in case of recognition rate i.e., 100 percent, zero percent false rejection rate and false acceptance rate and satisfies the requirements of revocability, diversity and privacy. The proposed approach provides for the effective protection of systems and realization of a secure biometric template protection system especially for health information systems where the privacy and security of a patient are very critical.
引用
收藏
页码:1302 / 1308
页数:7
相关论文
共 50 条
  • [1] Development of Iris Template Protection using LSBRN for Biometrics Security
    Abidin, Z. Zainal
    Zakaria, N. A.
    Sabri, N. L. N. Mohd
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (07): : 175 - 184
  • [2] A Hybrid System of Iris and Fingerprint Recognition for Security Applications
    Al-Khassaweneh, Mahmood
    Smeirat, Bashar
    Bin Ali, Talal
    [J]. 2012 IEEE CONFERENCE ON OPEN SYSTEMS (ICOS 2012), 2012, : 186 - 189
  • [3] Biometric template protection based on a cancelable convolutional neural network over iris and fingerprint
    Vallabhadas, Dilip Kumar
    Sandhya, Mulagala
    Reddy, Sudireddy Dinesh
    Satwika, Davala
    Prashanth, Gatram Lakshmi
    [J]. BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 91
  • [4] When a Bloom Filter is a Doom Filter: Security Assessment of a Novel Iris Biometric Template Protection System
    Hermans, Jens
    Mennink, Bart
    Peeters, Roel
    [J]. 2014 INTERNATIONAL CONFERENCE OF THE BIOMETRICS SPECIAL INTEREST GROUP (BIOSIG), 2014,
  • [5] Security Information System, Based on Fingerprint Biometrics
    Lalovic, Komlen
    Tot, Ivan
    Arsic, Aleksandra
    Skaric, Milan
    [J]. ACTA POLYTECHNICA HUNGARICA, 2019, 16 (05) : 87 - 100
  • [6] Security analysis of Bloom Filter-based Iris Biometric Template Protection
    Bringer, Julien
    Morel, Constance
    Rathgeb, Christian
    [J]. 2015 INTERNATIONAL CONFERENCE ON BIOMETRICS (ICB), 2015, : 527 - 534
  • [7] A Hybrid Template Protection Technique for Fingerprint Biometric Authentication System
    Poonguzhali, N.
    Ezhilarasan, M.
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATICS AND ANALYTICS (ICIA' 16), 2016,
  • [8] Iris-based authentication system with template protection and renewability
    Ercole, Chiara
    Campisi, Patrizio
    Neri, Alessandro
    [J]. OPTICS AND PHOTONICS FOR COUNTERTERRORISM AND CRIME FIGHTING III, 2007, 6741
  • [9] Robust technique for fingerprint template protection
    Ali, Syed Sadaf
    Ganapathi, Iyyakutti Iyappan
    Prakash, Surva
    [J]. IET BIOMETRICS, 2018, 7 (06) : 536 - 549
  • [10] Iris Template Protection Based on Randomized Response Technique and Aggregated Block Information
    Zhao, Dongdong
    Hu, Xiaoyi
    Tian, Jing
    Xiong, Shengwu
    Xiang, Jianwen
    [J]. 2018 29TH IEEE INTERNATIONAL SYMPOSIUM ON SOFTWARE RELIABILITY ENGINEERING (ISSRE), 2018, : 248 - 258