Classifying Iris Image based on Hierarchical Visual Codebook and Encryption using Bio-Chaotic Algorithm (BCA)
نویسندگان
چکیده
The classification of the iris image under the fake or real and also adding security to it by encrypting it provides double the security. Iris recognition system can undergo the security attacks which can result into the fraudulent identity authentication. The attacker therefore will try to develop the methods which will spoof the iris biometrics. Therefore it becomes difficult to develop the recognition system which will be attack proof. The one of the solution to this is iris liveness detection, where fake and the real iris images are classified and detected. As it is known that the anti-virus industry establishes the computer as well as internet virus databases to tackle the problem of viruses, malwares etc ,these database is dynamically get updated as they are share via public domain and can use this concept to tackle the fake iris images by preparing iris database. So, in this project will try to classify the iris images into the fake and real images, and store those into database along with this we are going to use the cryptographic algorithm to achieve the security. The use of the bio-chaotic stream cipher will help to encrypt the iris images and store them securely with the help of biometric key and bio-chaotic function.
منابع مشابه
A stack-based chaotic algorithm for encryption of colored images
In this paper, a new method is presented for encryption of colored images. This method is based on using stack data structure and chaos which make the image encryption algorithm more efficient and robust. In the proposed algorithm, a series of data whose range is between 0 and 3 is generated using chaotic logistic system. Then, the original image is divided into four subimages, and these four i...
متن کاملImage encryption based on chaotic tent map in time and frequency domains
The present paper is aimed at introducing a new algorithm for image encryption using chaotic tent maps and the desired key image. This algorithm consists of two parts, the first of which works in the frequency domain and the second, in the time domain. In the frequency domain, a desired key image is used, and a random number is generated, using the chaotic tent map, in order to change the phase...
متن کاملA New Method for Encryption of Color Images based on Combination of Chaotic Systems
This paper presents a new method for encryption of color images based on a combination of chaotic systems, which makes the image encryption more efficient and robust. The proposed algorithm generated three series of data, ranged between 0 and 255, using a chaotic Chen system. Another Chen system was then started with different initial values, which were converted to three series of numbers from...
متن کاملA Novel Image Encryption Model Based on Hybridization of Genetic Algorithm, Chaos Theory and Lattice Map
Encryption is an important issue in information security which is usually provided using a reversible mathematical model. Digital image as a most frequently used digital product needs special encryption algorithms. This paper presents a new encryption algorithm high security for digital gray images using genetic algorithm and Lattice Map function. At the first the initial value of Logistic Map ...
متن کاملA Secure Iris Image Encryption Technique Using Bio-Chaotic Algorithm
Due to dramatic enhancement in computers and communications and due to huge use of electronic media, security gains more and more importance especially in those organizations where information is more critical and more important. The older techniques such as conventional cryptography use encryption keys, which are long bit strings and are very hard to memorize such a long random numbers. Also i...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2015