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    Data security across data residency restriction boundaries
    1.
    发明授权
    Data security across data residency restriction boundaries 有权

    公开(公告)号：US11855995B2

    公开(公告)日：2023-12-26

    申请号：US18060839

    申请日：2022-12-01

    Applicant: KYNDRYL, INC.

    Inventor： Mary E. Rudden ,  Karen Cheng ,  Thanh Lam ,  Daniel S. Riley ,  Craig M. Trim

    IPC: H04L9/40 ,  G06F21/62

    CPC classification number: H04L63/102 ,  G06F21/6218

    Abstract: Data security across data residency restriction boundaries is provided by obtaining and profiling a dataset on which a desired analysis is to be performed, with some results of the desired analysis to be transferred from one location to another, the dataset subject to data residency restrictions that restrict transfer of the dataset across a boundary to the another location, and the profiling identifying a profile level for the dataset, then automatically generating a container image based on the profile level and the data residency restrictions that restrict the transfer of the dataset across the boundary, the container image configured for instantiation and execution to process the dataset into a reformatted dataset not restricted by the data residency restrictions for transfer across the boundary, and storing the container image to a container registry.

    Automated resolution of over and under-specification in a knowledge graph
    2.
    发明授权
    Automated resolution of over and under-specification in a knowledge graph 有权

    公开(公告)号：US11475318B2

    公开(公告)日：2022-10-18

    申请号：US16425102

    申请日：2019-05-29

    Applicant: KYNDRYL, INC.

    Inventor： Craig M. Trim ,  Mary E. Rudden ,  Mauro Marzorati ,  Jeremy R. Fox

    IPC: G06N5/02 ,  G06N5/04 ,  G06K9/62

    Abstract: Systems and methods for automated resolution of over-specification and under-specification in a knowledge graph are disclosed. In embodiments, a method includes: determining, by a computing device, that a size of an object cluster of a knowledge graph meets a threshold value indicating under-specification of a knowledge base of the knowledge graph; determining, by the computing device, sub-classes for objects of the knowledge graph; re-initializing, by the computing device, the knowledge graph based on the sub-classes to generate a refined knowledge graph, wherein the size of the object cluster is reduced in the refined knowledge graph; and generating, by the computing device, an output based on information determined from the refined knowledge graph.

    Data security across data residency restriction boundaries
    4.
    发明授权
    Data security across data residency restriction boundaries 有权

    公开(公告)号：US11552955B2

    公开(公告)日：2023-01-10

    申请号：US17210951

    申请日：2021-03-24

    Applicant: KYNDRYL, INC.

    Inventor： Mary E. Rudden ,  Karen Cheng ,  Thanh Lam ,  Daniel S. Riley ,  Craig M. Trim

    IPC: H04L9/40 ,  G06F21/62

    Abstract: Data security across data residency restriction boundaries is provided by obtaining and profiling a dataset on which a desired analysis is to be performed, with some results of the desired analysis to be transferred from one location to another, the dataset subject to data residency restrictions that restrict transfer of the dataset across a boundary to the another location, and the profiling identifying a profile level for the dataset, then automatically generating a container image based on the profile level and the data residency restrictions that restrict the transfer of the dataset across the boundary, the container image configured for instantiation and execution to process the dataset into a reformatted dataset not restricted by the data residency restrictions for transfer across the boundary, and storing the container image to a container registry.

    Identifying digital private information and preventing privacy violations
    6.
    发明授权
    Identifying digital private information and preventing privacy violations 有权

    公开(公告)号：US11264013B2

    公开(公告)日：2022-03-01

    申请号：US16375197

    申请日：2019-04-04

    Applicant: KYNDRYL, INC.

    Inventor： Mary E. Rudden ,  Dennis Anthony Perpetua, Jr. ,  Bernard Freund

    IPC: G10L15/18 ,  G10L15/06 ,  G10L15/22 ,  G06F21/60 ,  G06F40/279 ,  G10L15/08

    Abstract: Identifying private information and preventing privacy violations is provided by a process that evaluates digital information obtained by an organization as part of a digital information stream from a user. The evaluating identifies a user utterance, including keyword(s), entity/ies, and intent(s), and applies natural language understanding to the digital information to ascertain a contextual understanding for the user utterance. The process selects training set(s) of historical information from available training sets that includes vocabulary used in varying contexts. The process compares the identified user utterance to an ontology based on the selected training set(s), and determines a confidence level that the digital information includes digital private information. The process also flags for the organization an action to take with respect to handling of the digital information. The flagging is based on the determined confidence level that the digital information includes digital private information.

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