Determining risk metrics for access requests in network environments using multivariate modeling

    公开(公告)号:US11533330B2

    公开(公告)日:2022-12-20

    申请号:US17016985

    申请日:2020-09-10

    Abstract: Described embodiments provide systems, methods, computer readable media for determining risk metrics. A device may provide a risk model for a network environment. The risk model may include an input level and an output level. The input level may process first datasets each corresponding to a feature and a time window. The first datasets may include factors on access requests. The output level may generate a first aggregate risk metric of a first access request according to the datasets processed by the input level. The device may identify a second dataset corresponding to a second access request over the features and time windows. The device may determine a second aggregate risk metric by applying the second dataset to the risk model. The device may generate a response to the second access request according to an access control policy and the second aggregate risk metric.

    DETERMINING RISK METRICS FOR ACCESS REQUESTS IN NETWORK ENVIRONMENTS USING MULTIVARIATE MODELING

    公开(公告)号:US20210400075A1

    公开(公告)日:2021-12-23

    申请号:US17016985

    申请日:2020-09-10

    Abstract: Described embodiments provide systems, methods, computer readable media for determining risk metrics. A device may provide a risk model for a network environment. The risk model may include an input level and an output level. The input level may process first datasets each corresponding to a feature and a time window. The first datasets may include factors on access requests. The output level may generate a first aggregate risk metric of a first access request according to the datasets processed by the input level. The device may identify a second dataset corresponding to a second access request over the features and time windows. The device may determine a second aggregate risk metric by applying the second dataset to the risk model. The device may generate a response to the second access request according to an access control policy and the second aggregate risk metric.

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