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个人信息Personal Information
教授 博士生导师 硕士生导师
主要任职：国家自然基金重大研究计划负责人
其他任职：陕西省网络与系统安全重点实验室无人系统安全方向技术负责人；西安市智能系统安全实验室副主任
性别：男
毕业院校：西安电子科技大学
学历：博士研究生毕业
学位：博士研究生毕业
在职信息：在岗
所在单位：网络与信息安全学院
学科：网络空间安全
电子邮箱：
Manto: A Practical and Secure Inference Service of Convolutional Neural Networks for IoT
点击次数：
论文名称：Manto: A Practical and Secure Inference Service of Convolutional Neural Networks for IoT
发表刊物：IEEE Internet of Things Journal
摘要：As convolutional neural networks (CNNs) exhibit remarkable performance in various inference tasks, it is increasingly important to enable Internet of Things (IoT) devices to perform CNN-based applications. Many companies provide their carefully trained neural networks as inference services for resource-constrained clients (e.g., IoT devices). However, the use of CNN inference in many IoT applications raises privacy concerns. Cryptographic inference services provide a way to perform neural inference efficiently and, at the same time, preserve both the privacy of the client’s input data and the
全部作者：习宁
论文编号：10.1109/JIOT.2023.3251982
页面范围：Pages 14856-14872
是否译文：否