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基于SpringBoot的AI测试平台系统的设计和实现

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目前,智能模型的测试在安全性、可靠性等方面存在问题,文章基于SpringBoot框架采用前后端分离的开发模式,设计并实现了基于Web端的AI测试平台系统.该系统具备安全性测试模块、确定性测试模块、覆盖性测试模块、对抗样检测模块、权限管理模块、系统统计六个功能模块,为被测模型的可用性提供了依据.
Design and Development of AI Test Platform System Based on SpringBoot Framework
At present,artifical intelligence model testing has the problems about the safety and reliability.This paper adopts the development mode of front and back separation based on the SpringBoot framework,and designs and implements a AI test platform based on Web.This system has many functional modules such as safety testing,confirm testing,coverage testing,adversarial examples testing,authority administration and statistics administration.It provides the support for the usability of the tested model.

SpringBootElement-UIintelligence modeltest platform

李红、李升凯、车欣、陈实、何俊

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中国电子科技集团公司信息科学研究院,北京 100086

SpringBoot Element-UI 智能模型 测试平台

2024

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中国电子学会 天津电子学会

软件

影响因子:1.51
ISSN:1003-6970
年,卷(期):2024.45(6)