MACHINE LEARNING FRAMEWORK AND METHOD FOR USING THE SAME

    公开(公告)号:US20250094853A1

    公开(公告)日:2025-03-20

    申请号:US16917624

    申请日:2020-06-30

    Applicant: Stripe, Inc.

    Abstract: A machine learning framework and method for using the same are described. In one embodiment, the method for processing data with a machine learning framework comprises creating a plurality of features as independent features, each feature of the plurality features being based on one or more events that model a plurality of records related to payment processing information, creating a final feature that groups the plurality of features together, such that each feature of the plurality of features represents a sub-feature of the final feature, compiling the plurality of features and the final feature, computing, using a computing platform, each of the plurality of features as a separate job, including sending network related communications to access the payment processing information from one or more remote storage locations, and computing, using a computing platform, the final feature separately from computing the plurality of features, including grouping results of running each of the plurality of features together.

    Autonomous aggregation identifier calculation

    公开(公告)号:US12236259B2

    公开(公告)日:2025-02-25

    申请号:US17522585

    申请日:2021-11-09

    Applicant: STRIPE, INC.

    Abstract: The subject technology performs a transaction locally at a computing node. The subject technology determines that the transaction has been completed. The subject technology determines a set of immutable attributes from the completed transaction. The subject technology generates an aggregate identifier based on the set of immutable attributes. The subject technology publishes the generated aggregate ID. The subject technology stores the published aggregate ID to an external storage location.

    Systems and methods for augmentation of user data during data access and deletion in distributed service systems

    公开(公告)号:US12189811B2

    公开(公告)日:2025-01-07

    申请号:US17892632

    申请日:2022-08-22

    Applicant: Stripe, Inc.

    Abstract: A method and apparatus for a distributed service provider augmenting user data during data access and deletion is described. The method may include monitoring a plurality of user data returned by service system responses to requests for user data associated with a user identifier. The method may further include building an additional user data search query using a subset of user data from the monitored plurality of user data returned by the service system responses to the initial requests for user data. Furthermore, the method can include executing the additional user data search query at each of the plurality of service systems to identify additional user data stored by one or more of the plurality of service systems, wherein the identified additional data is not associated with the user identifier.

    SYSTEMS AND METHODS FOR SIMULATING SELECTIVE FAULT INJECTIONS INTO A NETWORK INFRASTRUCTURE

    公开(公告)号:US20240430170A1

    公开(公告)日:2024-12-26

    申请号:US18341555

    申请日:2023-06-26

    Applicant: Stripe, Inc.

    Abstract: A system may include a network infrastructure having a set of network component nodes, each network component node configured to communicate with at least one other network component node in accordance with a dependency protocol; and a server in communication with the network infrastructure and a fault injection server. The server can be configured to monitor outputs generated by the network infrastructure and attributes of data communication between the set of network component nodes; execute a computer model using the dependency protocol and the monitored attributes and outputs as input to predict a set of faults; in response to presenting the set of faults for display on a user interface, receive a selection of one or more of the set of faults; and instruct the fault injection server to execute a fault injection scenario simulating performance of the network infrastructure operating under the selected one or more faults.

    SYSTEMS AND METHODS FOR ENFORCING ACCESS REQUIREMENTS TO SERVICES IN A DISTRIBUTED SERVICES SYSTEM

    公开(公告)号:US20240356919A1

    公开(公告)日:2024-10-24

    申请号:US18137886

    申请日:2023-04-21

    Applicant: Stripe, Inc.

    CPC classification number: H04L63/0884

    Abstract: Methods and apparatus for authenticating a user by a service provider system are described. The method can include receiving, from a service of the service provider system, a user data captured at an initiation of an onboarding process for a user seeking access to the service. The method may also include retrieving an access configuration associated with the service, the access configuration defining one or more user data access requirements to enable the user to access the service. The method may then include determining whether the one or more user data access requirements of the access configuration are satisfied by the user data, and in response to determining that one or more user data access requirements are satisfied, enabling the user to access the service of the server provider system. Furthermore, the method can include transmitting, to the service, a notification indicating that the user has satisfied the access requirements to enable the user to continue the onboarding process for the user to access the service.

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