Title :
Hybridizing genetic algorithms and path relinking for steganography
Author :
Brazil, André Luiz ; Sanchez, Angel ; Conci, Aura ; Behlilovic, Narcis
Author_Institution :
Inst. de Comput., Univ. Fed. Fluminense, Niterói, Brazil
Abstract :
Each day the Internet connects more people, increasing the need for transmitting secure information. One way to protect the data sent over the web is to conceal the relevant information inside a typical image, hiding the data from intruders. This paper proposes a hybrid heuristic, combining a genetic algorithm and the path relinking metaheuristic to efficiently solve this problem. Computational results show that the proposed algorithm outperforms the LSB (least significant bits) substitution technique, concerning the quality of solutions. In this way, the inclusion of a path relinking procedure can significantly improve the performance of a genetic algorithm for the problem considered.
Keywords :
Internet; genetic algorithms; image coding; steganography; Internet; data hiding; genetic algorithm hybridization; hybrid heuristic; information security; least significant bit substitution technique; path relinking metaheuristic; steganography; Boats; Encryption; Genetic algorithms; Image color analysis; Matrices; PSNR; Pattern recognition; LSB substitution; Steganography; genetic algorithm; image encryption; information hiding; path relinking;
Conference_Titel :
ELMAR, 2011 Proceedings
Conference_Location :
Zadar
Print_ISBN :
978-1-61284-949-2
Electronic_ISBN :
1334-2630