Search Results for author: Zhenghan Qin

Found 1 papers, 0 papers with code

TransLinkGuard: Safeguarding Transformer Models Against Model Stealing in Edge Deployment

no code implementations17 Apr 2024 Qinfeng Li, Zhiqiang Shen, Zhenghan Qin, Yangfan Xie, Xuhong Zhang, Tianyu Du, Jianwei Yin

Specifically, we identify four critical protection properties that existing methods fail to simultaneously satisfy: (1) maintaining protection after a model is physically copied; (2) authorizing model access at request level; (3) safeguarding runtime reverse engineering; (4) achieving high security with negligible runtime overhead.

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