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一种基于多数逻辑的新模糊方法,用于防止对二进制深度神经网络的未经授权访问.

Alireza Mohseni1, Mohammad Hossein Moaiyeri2, Mohammad Javad Adel1

  • 1Faculty of Electrical Engineering, Shahid Beheshti University, Tehran, 1983969411, Iran.

Scientific reports
|July 8, 2025
PubMed
概括

本研究介绍了一种基于密钥的硬件和软件联合设计,以保护深度神经网络 (DNN) 模型. 该方法通过使用不正确的密钥降低模型准确度来阻止未经授权的访问,从而增强二进制神经网络 (BNN) 的安全性.

关键词:
深度神经网络是一个神经网络.硬件模糊化 硬件模糊化在内存计算计算.大多数逻辑的逻辑.这是Spintronic.

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