Chaotic medical image encryption method using attention mechanism fusion ResNet model

Xiaowu Li1, Huiling Peng2

  • 1Information Department, The Second Affiliated Hospital of Shantou University Medical College, Shantou, Guangdong, China.

PubMed
Summary

This study introduces AT-ResNet-CM, a novel chaotic encryption method for medical images that enhances security and flexibility. The attention mechanism fused with the ResNet model significantly improves encryption effectiveness, protecting patient data in the age of AI.

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