Authentication for ID Cards based on Colour Visual Cryptography and Facial Recognition

被引:3
|
作者
Ibrahim, D. R. [1 ]
Abdullah, R. [1 ]
Teh, J. S. [2 ]
Alsalibi, B. [2 ]
机构
[1] Univ Sains Malaysia, Natl Adv IPv6 Ctr Excellence, George Town, Malaysia
[2] Univ Sains Malaysia, Sch Comp Sci, George Town, Malaysia
基金
中国国家自然科学基金;
关键词
Visual cryptography; facial recognition; biometric template protection; two-factor authentication methods; color visual cryptography;
D O I
10.1145/3309074.3309077
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Modem identification cards can be used for a myriad of applications such as electronic passports, ATM cards or payment cards for public transportation. Despite their ease of use, user authentication is an important factor that must be taken into consideration. In addition to the use of passwords, biometric data such as fingerprints or iris images can also be included as part of a multi-factor authentication system. However, these methods require secure storage of the biometric template and active participation from the user. In this paper, we propose a new method of authentication for identification cards based on colour visual cryptography and facial recognition. A colour image of the user will be encrypted using visual cryptography and split into two share images, one of which will be stored on the database and the other will be stored in the card. When the card is placed onto a sensor, the two shares will overlap to uncover the original image. The recovered image is then fed into a trained facial recognition algorithm to verify the user's identity. The proposed method is evaluated based on recognition rate and runtime. Experimental results indicate the feasibility of the proposed method for practical application and can be used as a starting point for future work in the area.
引用
收藏
页码:164 / 167
页数:4
相关论文
共 50 条
  • [31] DoS-resistant ID-based password authentication scheme using smart cards
    Hwang, Min-Shiang
    Chong, Song-Kong
    Chen, Te-Yu
    JOURNAL OF SYSTEMS AND SOFTWARE, 2010, 83 (01) : 163 - 172
  • [32] Concatenated wireless roaming security association and authentication protocol using ID-based cryptography
    Lee, BG
    Kim, HG
    Sohn, SW
    Park, KH
    57TH IEEE VEHICULAR TECHNOLOGY CONFERENCE, VTC 2003-SPRING, VOLS 1-4, PROCEEDINGS, 2003, : 1507 - 1511
  • [33] Robust dynamic ID-based remote user authentication scheme using smart cards
    Li, Xiong
    Niu, Jianwei
    Liu, Yazhi
    Liao, Junguo
    Liang, Wei
    INTERNATIONAL JOURNAL OF AD HOC AND UBIQUITOUS COMPUTING, 2014, 17 (04) : 254 - 264
  • [34] CELLULAR AUTOMATA BASED IMAGE AUTHENTICATION SCHEME USING EXTENDED VISUAL CRYPTOGRAPHY
    Kukreja, Sonal
    Kasana, Geeta
    Kasana, Singara Singh
    COMPUTING AND INFORMATICS, 2019, 38 (06) : 1272 - 1300
  • [35] Hierarchical ID-based cryptography
    Gentry, C
    Silverberg, A
    ADVANCES IN CRYPTOLOGY - ASIACRYPT 2002, PROCEEDINGS, 2002, 2501 : 548 - 566
  • [36] Cryptanalysis of Three Dynamic ID-Based Remote User Authentication Schemes Using Smart Cards
    Gao, Zhengxian
    Huang, Shou Hsuan Stephen
    Ding, Wei
    2016 IEEE INTERNATIONAL CONFERENCE OF ONLINE ANALYSIS AND COMPUTING SCIENCE (ICOACS), 2016, : 44 - 52
  • [37] A Robust and Novel Dynamic-ID-based Authentication Scheme for Care Team Collaboration with Smart Cards
    Ya-Fen Chang
    Chia-Chen Chen
    Pei-Yu Chang
    Journal of Medical Systems, 2013, 37
  • [38] Multilayer Visual Cryptography with Soft Computing Approach for Authentication
    Chavan, Pallavi
    INFORMATION AND COMMUNICATION TECHNOLOGY FOR COMPETITIVE STRATEGIES, 2019, 40 : 1 - 10
  • [39] Non-expanded Visual Cryptography Scheme with Authentication
    Huang, Yi-Jing
    Chang, Jun-Dong
    IEEE INTERNATIONAL SYMPOSIUM ON NEXT-GENERATION ELECTRONICS 2013 (ISNE 2013), 2013,
  • [40] Remote Multimodal Biometric Authentication using Visual Cryptography
    Kaur, Harkeerat
    Khanna, Pritee
    PROCEEDINGS OF 3RD INTERNATIONAL CONFERENCE ON COMPUTER VISION AND IMAGE PROCESSING, CVIP 2018, VOL 2, 2020, 1024 : 13 - 25