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    Migration risk assessment, recommendation, and implementation
    52.
    发明授权
    Migration risk assessment, recommendation, and implementation 有权

    公开(公告)号：US11727119B2

    公开(公告)日：2023-08-15

    申请号：US16904688

    申请日：2020-06-18

    Applicant: International Business Machines Corporation

    Inventor： Chen Lin ,  Muhammed Fatih Bulut

    IPC: G06Q10/06 ,  G06F9/50 ,  G06F21/57 ,  G06N20/10 ,  G06F9/48 ,  G06N20/20 ,  G06F18/21 ,  G06F18/243

    CPC classification number: G06F21/577 ,  G06F9/4862 ,  G06F18/217 ,  G06F18/24323 ,  G06N20/10 ,  G06N20/20

    Abstract: Embodiments relate to a system, a program product, and a method to support a migration operation. Risk factors associated with a migration operation are assessed. The assessment includes assigning respective risk score values to the identified risk factors, assigning respective weight values to the identified risk factors, and calculating a composite risk score based on the assigned risk score values and the assigned weight values. At least one remediation action is recommended to reduce risk to the migration operation. The at least one recommended remediation action is implemented prior to execution of the migration operation. A migration plan incorporating the remediation action for the migration operation is generated. At least one machine learning (ML) model is employed in connection with (a) the subjecting of the identified risk factors to the assessment and/or (b) the recommending of at least one remediation action to reduce risk to the migration operation.

    SECURITY VULNERABILITY MANAGEMENT
    54.
    发明申请
    SECURITY VULNERABILITY MANAGEMENT 有权

    公开(公告)号：US20220382876A1

    公开(公告)日：2022-12-01

    申请号：US17329448

    申请日：2021-05-25

    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

    Inventor： Sai ZENG ,  Jinho HWANG ,  Virginia Mayo Policarpio ,  Lisa M. Chambers ,  Constantin Mircea Adam ,  Muhammed Fatih Bulut

    IPC: G06F21/57

    Abstract: A vulnerability management method includes analyzing a system environment to uncover one or more vulnerabilities. The method includes subsequently identifying one or more system weaknesses corresponding to the one or more uncovered vulnerabilities and analyzing a set of historical data to identify similar past vulnerabilities. The method further includes analyzing available information to extract one or more impacts of the identified similar past vulnerabilities and determining one or more impacts to the present system environment that would correspond to the extracted one or more impacts of the identified similar past vulnerabilities. The method additionally includes recommending one or more actions to remediate the uncovered vulnerabilities.

    Migration Risk Assessment, Recommendation, and Implementation
    56.
    发明申请
    Migration Risk Assessment, Recommendation, and Implementation 有权

    公开(公告)号：US20210398023A1

    公开(公告)日：2021-12-23

    申请号：US16904688

    申请日：2020-06-18

    Applicant: International Business Machines Corporation

    Inventor： Chen Lin ,  Muhammed Fatih Bulut

    IPC: G06N20/10 ,  G06F9/48 ,  G06F21/57 ,  G06K9/62 ,  G06N20/20

    Abstract: Embodiments relate to a system, a program product, and a method to support a migration operation. Risk factors associated with a migration operation are assessed. The assessment includes assigning respective risk score values to the identified risk factors, assigning respective weight values to the identified risk factors, and calculating a composite risk score based on the assigned risk score values and the assigned weight values. At least one remediation action is recommended to reduce risk to the migration operation. The at least one recommended remediation action is implemented prior to execution of the migration operation. A migration plan incorporating the remediation action for the migration operation is generated. At least one machine learning (ML) model is employed in connection with (a) the subjecting of the identified risk factors to the assessment and/or (b) the recommending of at least one remediation action to reduce risk to the migration operation.

    Automated script review utilizing crowdsourced inputs
    57.
    发明授权
    Automated script review utilizing crowdsourced inputs 有权

    公开(公告)号：US11074043B2

    公开(公告)日：2021-07-27

    申请号：US16515358

    申请日：2019-07-18

    Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION

    Inventor： Muhammed Fatih Bulut ,  Anup Kalia ,  Maja Vukovic ,  Raghav Batta ,  Jinho Hwang ,  Jin Xiao ,  Rohit Madhukar Khandekar

    IPC: G06F8/20 ,  G06F8/75

    Abstract: Methods, systems and computer program products for providing automated script review utilizing crowdsourced inputs are provided. Aspects include receiving a new script including a script text and a script description. Aspects include comparing the new script to each of a plurality of previously classified scripts to determine a degree of similarity. Each of the previously classified scripts and the new script have an associated set of attributes. Responsive to determining that the degree of similarity is below a predetermined threshold, aspects include mapping the new script to a crowdsourcing platform to identify a similar script. Aspects also include receiving information indicative of one or more features from the crowdsourcing platform. Responsive to inputting the one or more features into an acceptance model, aspects include generating an acceptance recommendation associated with the new script.

    COMPLIANCE POLICY MANAGEMENT AND SCHEDULING
    59.
    发明申请
    COMPLIANCE POLICY MANAGEMENT AND SCHEDULING 有权

    公开(公告)号：US20210055933A1

    公开(公告)日：2021-02-25

    申请号：US16546775

    申请日：2019-08-21

    Applicant: International Business Machines Corporation

    Inventor： Muhammed Fatih Bulut ,  Constantin Mircea Adam ,  Milton H. Hernandez ,  Maja Vukovic

    IPC: G06F9/38 ,  G06F9/48 ,  G06N20/00

    Abstract: Systems, computer-implemented methods, and computer program products that can facilitate compliance policy management and scheduling are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a policy analyzer component that identifies one or more dependency relationships between a first compliance policy and one or more second compliance policies. The computer executable components can further comprise a scheduler component that generates a policy execution plan based on the one or more dependency relationships.

    DISCOVERY OF COMPUTER CODE ACTIONS AND PARAMETERS
    60.
    发明申请
    DISCOVERY OF COMPUTER CODE ACTIONS AND PARAMETERS 审中-公开

    公开(公告)号：US20200285558A1

    公开(公告)日：2020-09-10

    申请号：US16294516

    申请日：2019-03-06

    Applicant: International Business Machines Corporation

    Inventor： Anup Kalia ,  Muhammed Fatih Bulut ,  Jinho Hwang ,  Raghav Batta ,  Maja Vukovic ,  Jin Xiao ,  Rohit Madhukar Khandekar

    IPC: G06F11/36 ,  G06F8/10 ,  G06K9/62 ,  G06F17/27

    Abstract: Systems, computer-implemented methods, and computer program products that can facilitate creating and querying a knowledge base of identified topics, computer code actions, and parameters, are provided. According to an embodiment, a system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise a parameter component that can identify a result parameter in ones of one or more results, wherein the one or more results comprise topics and computer code actions. The computer executable components can further comprise a result component that can select a result of the one or more results based on a mapping of a query to the one or more results, the mapping being based on the result parameter identified in the result and a criterion.

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