KDGAN: Knowledge distillation‐based model copyright protection for secure and communication‐efficient model publishing

Abstract Deep learning‐based models have become ubiquitous across a wide range of applications, including computer vision, natural language processing, and robotics. Despite their efficacy, one of the significant challenges associated with deep neural network (DNN) models is the potential risk of co...

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Bibliographic Details
Main Authors: Bingyi Xie, Honghui Xu, Daehee Seo, DongMyung Shin, Zhipeng Cai
Format: Article
Language:English
Published: Wiley 2024-08-01
Series:IET Communications
Subjects:
Online Access:https://doi.org/10.1049/cmu2.12795