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Ciberseguridad impulsada por IA en sistemas basados en IoT
1Department of Electrical and Computer Engineering, Cleveland State University, Cleveland, OH 44115, USA.
Sensors (Basel, Switzerland)
|December 11, 2025
Resumen
Internet de las cosas (IoT) permite una conectividad perfecta de dispositivos. Este estudio explora protocolos avanzados de seguridad de IoT para proteger datos sensibles en entornos interconectados.
Área de la Ciencia:
- Ciencias de la computación
- Ciberseguridad
- Ingeniería de redes
Sus antecedentes:
- Internet de las cosas (IoT) se está expandiendo rápidamente, conectando miles de millones de dispositivos en todo el mundo.
- La mayor conectividad genera importantes preocupaciones sobre la seguridad y la privacidad de los datos.
- Las medidas de seguridad existentes a menudo luchan por mantenerse al día con las amenazas cambiantes de IoT.
Objetivo del estudio:
- Investigar y proponer protocolos de seguridad mejorados para entornos de Internet de las cosas (IoT).
- Abordar las vulnerabilidades en los marcos de seguridad actuales de IoT.
- Mejorar la protección de datos sensibles transmitidos a través de redes IoT.
Principales métodos:
- Revisión de las arquitecturas de seguridad de IoT existentes.
- Desarrollo y simulación de nuevos algoritmos criptográficos adaptados a dispositivos IoT con recursos limitados.
- Análisis comparativo de los protocolos propuestos frente a los estándares de seguridad establecidos.
Principales resultados:
- Los protocolos de seguridad propuestos demostraron una reducción significativa en la exposición a vulnerabilidades.
- Se validaron mecanismos mejorados de cifrado y autenticación de datos.
- Las pruebas de rendimiento mostraron una sobrecarga mínima en los recursos de los dispositivos IoT.
Conclusiones:
- Los protocolos de seguridad avanzados son cruciales para proteger el creciente ecosistema de Internet de las cosas (IoT).
- Los métodos desarrollados ofrecen una solución robusta para asegurar las comunicaciones de IoT.
- Se recomienda una mayor investigación para la implementación en tiempo real y la adaptación a amenazas a largo plazo.
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