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Task-oriented robust DNN model steganography
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AI
DOI：10.1016/j.inffus.2026.104758.png)
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Abstract
En 中文
• Task-oriented steganography for secure transmission of secret DNN models.
• Task robustness is enhanced via feature fusion and shared model parameters.
• Feature-selected data mixing enables effective task coupling within stego models.
• Authorized users access secret tasks in a black-box setting via a secret key.
• Extensive experiments validate robustness across models and learning tasks.
Keywords:
DNN model steganography
Task hidden
Feature fusion
Black-box scenario
Robustness
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