Work-in-Progress: Critical-Weight Based Locking Scheme for DNN IP Protection in Edge Computing
ESWEEK(2021)
摘要
It is a challenging task to resist illegal usage of Deep Neural Network (DNN) models in applications from edge computing. The existed protection method is developed based on encrypting all weights of DNN models and has achieved a promising result, which however suffers from a high computation cost. In this paper, we design a critical-weight based method to lock the DNN model to defend unauthorized...
更多查看译文
关键词
Edge computing,Deep neural networks,Security protection
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要