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Research and Implementation of Model Stealing Attack Defense Technology for Deep Learning

张少康

北京邮电大学

Abstract: With the breakthrough progress of artificial intelligence technology,various applications based on neural networks have flourished and applied to multiple fields,such as autonomous driving,image recognition,and voice services.Training a model with good performance requires a lot of resources,so a well-trained model is a very valuable asset.Model stealing attacks allow attackers to access the model,thereby stealing the parameters and structure of the model,or training an alternative model with si... More
Keywords：

Artificial Intelligence Security; Model Theft Attack; Model Protection; Ownership Proof;

  • Series：

    (I) Electronic Technology ＆ Information Science

  • Subject：

    Computer Software and Application of Computer; Automation Technology

  • DOI：

    10.26969/d.cnki.gbydu.2024.001199

  • Classification Code：

    TP18;TP391.41

Tutor：

徐国胜;

Retraction:

网络空间安全

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