Genetic Hash Algorithm
Title | Genetic Hash Algorithm |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Eddeen, L.M.H.N., Saleh, E.M., Saadah, D. |
Conference Name | Computer Science and Information Technology (CSIT), 2014 6th International Conference on |
Date Published | March |
Keywords | authentication, Biological cells, Chromosome, complex random generated images, cryptography, data encapsulation, data hiding, Data visualization, Fitness value, genetic algorithms, genetic hash algorithm, Genetics, Hash functions, hash visualization, image watermarking, search optimization technique, security, trees (mathematics), visualization, Watermarking |
Abstract | Security is becoming a major concern in computing. New techniques are evolving every day; one of these techniques is Hash Visualization. Hash Visualization uses complex random generated images for security, these images can be used to hide data (watermarking). This proposed new technique improves hash visualization by using genetic algorithms. Genetic algorithms are a search optimization technique that is based on the evolution of living creatures. The proposed technique uses genetic algorithms to improve hash visualization. The used genetic algorithm was away faster than traditional previous ones, and it improved hash visualization by evolving the tree that was used to generate the images, in order to obtain a better and larger tree that will generate images with higher security. The security was satisfied by calculating the fitness value for each chromosome based on a specifically designed algorithm. |
DOI | 10.1109/CSIT.2014.6805974 |
Citation Key | 6805974 |
- genetic hash algorithm
- Watermarking
- visualization
- trees (mathematics)
- security
- search optimization technique
- image watermarking
- hash visualization
- Hash functions
- Genetics
- authentication
- genetic algorithms
- Fitness value
- Data visualization
- data hiding
- data encapsulation
- Cryptography
- complex random generated images
- Chromosome
- Biological cells