Un Caso De Estudio Del Algoritmo De Cifrado Salsa20, Utilizando Inyección De Ruido Con Inteligencia Artificial
Palabras clave:
Applications of AI, cryptography, dynamic encryption methods, noisy injection strategies
Resumen
El robo digital de datos, genera severas consecuencias financieras en organizaciones. Ello puede amortiguarse utilizando cifrado dinámico, porque pueden generar diferentes textos cifrados partiendo de una misma entrada de texto plano. Está investigación, utiliza inteligencia artificial (IA), aplicado a la ciberseguridad, usando estrategias: "aleatorias ruidosas" (random noisy), estudiando aspectos relacionados en dicho campo. La aplicación de "random noisy", en texto cifrado, es recomendado para mejorar la seguridad de los datos. Estudios recientes refieren su efectividad para contrarrestar ciberataques. Por lo tanto, el objetivo de la presente investigación fue enfocado sobre la aplicación de una nueva propuesta basada en estrategia: random noisy, siendo aplicada a textos cifrados obtenidos por el algoritmo Salsa20, debido a que, ha sido poco estudiado en la literatura. Lo anterior, sustentado en que las estrategias "aleatorias ruidosas", han revelado resultados muy prometedores, en previas investigaciones. El presente trabajo, se considera importante, debido a que, los resultados experimentales han recomendado la efectividad del uso de IA, aplicado en la inyección de ruido a textos cifrados, mostrando incremento en el esquema de seguridad de los datos digitales encriptados. Por lo tanto, es presentada aquí una nueva metodología mejorada, para las organizaciones que utilizan cifrado de datos con el algoritmo Salsa20, así como, la comparación de resultados con cuatro "random noisy" estrategias, basadas sobre el cifrado con los algoritmos: DES, 3DES, AES-256, y Blowfish. En conclusión, la nueva alternativa, aquí presentada, es recomendada porque mostró ser de difícil desencriptado, incluso para las herramientas estándar de los ciber-criminales
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References
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Recibido:
2025-02-21
Aceptado:
2025-03-21
Publicado:
2025-09-30
Cómo citar
[1]
E. Rangel Lugo, «Un Caso De Estudio Del Algoritmo De Cifrado Salsa20, Utilizando Inyección De Ruido Con Inteligencia Artificial », Innov. softw., vol. 6, n.º 2, pp. 134-158, sep. 2025.
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