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SYSTEM AND METHOD FOR MASKING USER IDENTITY IN DIGITAL INTERACTIONS

机译:在数字交互中掩盖用户身份的系统和方法

摘要

Disclosed herein are systems and methods for protecting user data. In one aspect, an exemplary method comprises, by a hardware processor, detecting one or more user files modified by a user on a user device; identifying user actions executed by the user to modify the one or more user files; training a machine learning algorithm to identify whether an arbitrary user action is performed by the user, wherein the user actions used by the user to modify the one or more user files are comprised in a training dataset of the machine learning algorithm; detecting a user action to modify a user file; determining, using the machine learning algorithm, whether the user action classifies as being performed by the user; and in response to determining that the machine learning algorithm classifies the user action as being performed by the user, modifying the user action to mask an identity of the user.
机译:本文公开了用于保护用户数据的系统和方法。 在一个方面,示例性方法由硬件处理器包括在用户设备上检测由用户修改的一个或多个用户文件; 识别用户执行的用户操作以修改一个或多个用户文件; 训练机器学习算法以识别用户是否执行任意用户动作,其中用户使用的用户动作修改一个或多个用户文件在机器学习算法的训练数据集中包括; 检测用户操作以修改用户文件; 使用机器学习算法确定用户动作是否分类为用户执行; 并且,响应于确定机器学习算法将用户动作分类为由用户执行的,修改用户动作以掩蔽用户的身份。

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