Date of Publication :17th May 2017
Abstract: One of the natural and reliable solutions to user authentication problem is biometric recognition. Non universality, intra-class variation etc. are some problems in Unimodal biometric system. Therefore multimodal biometric systems are used to overcome these problems and to increase the level of security. The aim of this paper is to summarize the common attacks against biometric systems (fake biometrics, template modification etc.) and discuss techniques that can be used to counter them. The features that extracted from the biometric samples considered a critical part of biometric system which is called biometric template. Template security schemes are dependent on the overall performance parameters of the system and must be computationally hard to avoid modality reconstruction. This paper also summarizes different biometric template protection schemes (salting, visual cryptography etc.) and discusses their advantages and limitations
Reference :
-
- C.Prathipa, Dr.L.Latha, “A Survey of Biometric Fusion and Template Security Techniques”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) vol.3, Oct 2014.
- Peng Li et al., “An effective biometric cryptosystem combining fingerprints with error correction codes”, Expert systems with applications, vol.39, no.7, 2012.
- Emad Taha Khalaf, Norrozila Sulaiman, “Multibiometric systems and template security survey”, Journal of Scientific Research and Development, pp: 38-46, 2015.
- Sakshi Kalra , Anil Lamba, “A Survey on Multimodal Biometric”, International Journal of Computer Science and Information Technologies, vol.5 , pp: 2148-2151, 2014.
- Soyuj Kumar Sahoo et al., “Multimodal Biometric Person Authentication: A Review”, ITIE Technical Review, vol.29, 2012.
- Anil K. Jain et al., “Biometric Template Security”, EURASIP Journal on Advances in Signal Processing, Jan 2008.
- Biruntha.S et al., “Survey on Security Schemes for Biometric Privacy”, International Journal of Computer Applications (0975 – 8887) vol. 60, no.1, December 2012.
- Arvind Selwalet al., “Performance Analysis of Template Data Security and Protection in Biometric Systems”, Proceedings of 2015 RAECS UIET Panjab University Chandigarh, Dec 2015.
- Praveer Tigga, Akash Wanjari, “A Survey on Template Protection Scheme for Multimodal Biometric System”, International Journal of Science and Research , 2013.
- Sarika Khandelwal et al., “Survey of Threats to the Biometric Authentication Systems and Solutions”, International Journal of Computer Applications, vol. 61, no.17, Jan 2013.
- Aswathy Elma Aby, K.Vijayakumar, “A data securing approach for face images in biometric database”, IOSR Journal of Electronics & Communication Engineering.
- Ankita Gharat et al., “Biometric Privacy Using Visual Cryptography”, International Journal of Advanced Research in Computer Engineering & Technology (IJARCET) vol.2, Jan 2013
- Biruntha.S et al., “Survey on Security Schemes for Biometric Privacy”, International Journal of Computer Applications, vol.60, no.1, pp: 0975 – 8887, Dec 2012.
- Andrew Lock, Alastair Allen, “Effects of Reversible Watermarking on Iris Recognition Performance”, International Journal of Computer, Electrical, Automation, Control and Information Engineering, vol.8, no.4, 2014