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AUTOMATED ACCESS CONTROL POLICY GENERATION FOR COMPUTER RESOURCES

机译:计算机资源的自动访问控制策略生成

摘要

Methods, systems, and media are shown for generating access control rules for computer resources involving collecting historical access data for user accesses to a computer resource and separating the historical access data into a training data set and a validation data set. An access control rule is generated for the computer resource based on the properties of the user accesses to the computer resource in the training data set. The rule is validated against the validation data set to determine whether the rule produces a denial rate level is below a threshold when the rule is applied to the validation data set. If the rule is valid, then it is provided to an administrative interface so that an administrator can select the rule for application to incoming user requests.
机译:示出了用于生成用于计算机资源的访问控制规则的方法,系统和介质,该方法涉及收集用于用户对计算机资源的访问的历史访问数据,并将历史访问数据分为训练数据集和验证数据集。基于用户对训练数据集中计算机资源的访问属性,为计算机资源生成访问控制规则。针对验证数据集验证该规则,以确定当将规则应用于验证数据集时,该规则是否产生拒绝率水平低于阈值。如果该规则有效,则将其提供给管理界面,以便管理员可以选择规则以应用到传入的用户请求。

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