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    PROTECTION SYSTEM INCLUDING MACHINE LEARNING SNAPSHOT EVALUATION
    3.
    发明申请
    PROTECTION SYSTEM INCLUDING MACHINE LEARNING SNAPSHOT EVALUATION 有权
    保护系统，包括机器学习快速评估

    公开(公告)号：US20150178496A1

    公开(公告)日：2015-06-25

    申请号：US14360333

    申请日：2013-12-19

    Applicant: Tobias M. Kohlenberg ,  Igor Tatourian

    Inventor： Tobias M. Kohlenberg ,  Igor Tatourian

    IPC: G06F21/55 ,  G06N99/00

    CPC classification number: H04L63/1425 ,  G06F21/316 ,  G06F21/552 ,  G06F21/566 ,  G06N99/005 ,  H04L63/1416 ,  H04L63/1433

    Abstract: This disclosure is directed to a protection system including machine learning snapshot evaluation. A device may comprise a machine learning engine (MLE) to generate snapshots of device operation. The MLE may use active or planned operations in the snapshot to learn user behavior. Once normal user behavior is established for the device, the MLE may be able to determine when snapshots include unusual behavior that may signify a threat to the device. Snapshots determined to include unusual behavior may be transmitted to a remote resource for evaluation. The remote resource may include at least a user behavior classification engine (UBCE) to classify the user behavior by characterizing it as at least one type of use. The snapshot may be analyzed by the UBCE to determine if potential threats exist in the device, and the threat analysis may be provided to the device for evaluation and/or corrective action.

    Abstract translation: 本公开涉及包括机器学习快照评估的保护系统。 设备可以包括机器学习引擎（MLE）以产生设备操作的快照。 快照中的MLE可以使用活动或计划的操作来学习用户行为。 一旦为设备建立了正常的用户行为，MLE可能能够确定何时快照包括可能意味着对设备的威胁的异常行为。 确定包含异常行为的快照可能会传输到远程资源进行评估。 远程资源可以至少包括用户行为分类引擎（UBCE），以通过将用户行为表征为至少一种类型的用途来对用户行为进行分类。 UBCE可以分析快照，以确定设备中是否存在潜在威胁，并且威胁分析可以提供给设备进行评估和/或纠正措施。

    TECHNOLOGIES FOR DETECTION OF ANOMALIES IN VEHICLE TRAFFIC PATTERNS
    5.
    发明申请
    TECHNOLOGIES FOR DETECTION OF ANOMALIES IN VEHICLE TRAFFIC PATTERNS 审中-公开
    用于检测车辆交通模式中异常的技术

    公开(公告)号：US20160284212A1

    公开(公告)日：2016-09-29

    申请号：US14672102

    申请日：2015-03-28

    Applicant: Igor Tatourian ,  Rita H. Wouhaybi ,  Simon Hunt ,  Hong Li

    Inventor： Igor Tatourian ,  Rita H. Wouhaybi ,  Simon Hunt ,  Hong Li

    IPC: G08G1/01 ,  G08G1/017 ,  G05D1/00

    CPC classification number: G08G1/0129 ,  G08G1/0112 ,  G08G1/0116 ,  G08G1/0133 ,  G08G1/0145 ,  G08G1/017 ,  G08G1/096725 ,  G08G1/096741 ,  G08G1/096775 ,  G08G1/205

    Abstract: Technologies for monitoring vehicle traffic include a traffic analysis server that receives infrastructure data from infrastructure sensors positioned along a road segment of a road and vehicle data from one or more vehicles travelling along the road segment. The traffic analysis server determines whether anomalies are present in the traffic data through the road segment based on an expected traffic behavior for the road segment. The traffic analysis server determines the expected traffic behavior for the road segment in a particular time window based on a historical traffic pattern associated with the road segment, based on historical vehicle data and historical infrastructure data captured during a prior time window corresponding to the particular time window for that road segment. Other embodiments are described and claimed.

    Abstract translation: 用于监视车辆交通的技术包括一个交通分析服务器，其从沿道路路段的基础设施传感器接收基础设施数据，并且从沿着道路段行驶的一个或多个车辆的车辆数据接收基础设施数据。 流量分析服务器基于道路段的预期交通行为来确定通过道路段的交通数据中是否存在异常。 流量分析服务器基于在与特定时间对应的先前时间窗口期间捕获的历史车辆数据和历史基础设施数据，基于与道路段相关联的历史交通模式，在特定时间窗口中确定道路段的预期交通行为 该路段的窗口。 描述和要求保护其他实施例。

    SECURITY RISK SCORE DETERMINATION FOR FRAUD DETECTION AND REPUTATION IMPROVEMENT
    6.
    发明申请
    SECURITY RISK SCORE DETERMINATION FOR FRAUD DETECTION AND REPUTATION IMPROVEMENT 审中-公开
    防范和声誉改进的安全风险等级确定

    公开(公告)号：US20160182556A1

    公开(公告)日：2016-06-23

    申请号：US14581077

    申请日：2014-12-23

    Applicant: Igor Tatourian ,  Naveen Chand Bachkethi ,  Hong C. Li ,  Rita H. Wouhaybi

    Inventor： Igor Tatourian ,  Naveen Chand Bachkethi ,  Hong C. Li ,  Rita H. Wouhaybi

    IPC: H04L29/06

    CPC classification number: H04L63/1433 ,  G06F21/554 ,  G06F21/577 ,  H04L63/1425 ,  H04L67/02 ,  H04L67/22

    Abstract: A technique allows a system to determine online user activity for a user associated with a user client device. The online user activity includes private content, publicly available content and content shared to a social group related to the user. The system determines a social behavior risk score, a social score, and a security risk score for the user and the content they share with others, and provides one or more recommendations to the user in response to determining the social behavior risk score and the security risk score for the user.

    Abstract translation: 技术允许系统确定与用户客户端设备相关联的用户的在线用户活动。 在线用户活动包括私人内容，可公开获得的内容和与用户相关的社交群体共享的内容。 该系统确定用户及其与他人共享的内容的社会行为风险评分，社会分数和安全风险评分，并且响应于确定社会行为风险评分和安全性而向用户提供一个或多个建议 用户风险分数。

    TECHNOLOGIES FOR ANALYZING LIGHT EXPOSURE
    7.
    发明申请
    TECHNOLOGIES FOR ANALYZING LIGHT EXPOSURE 审中-公开

    公开(公告)号：US20170181252A1

    公开(公告)日：2017-06-22

    申请号：US14979120

    申请日：2015-12-22

    Applicant: Rita H. Wouhaybi ,  Igor Tatourian ,  Hong Li ,  Lama Nachman

    Inventor： Rita H. Wouhaybi ,  Igor Tatourian ,  Hong Li ,  Lama Nachman

    IPC: H05B37/02 ,  G05B15/02

    Abstract: Technologies for light exposure analysis include a computer configured to collect light data of an environment and a remote computer communicatively coupled to the computer. The remote computer is configured to receive/retrieve health information for one or more users and analyze the health information to generate a health profile for each of the one or more users. Additionally, the remote computer is configured to determine whether any correlations exist between the health profiles and the light data. The remote computer is further configured to analyze the collected light data against one or more health profiles to determine a desired lighting condition for a user based at least in part on the correlations between the health profiles and the light data. Other embodiments are described and claimed.

    PROVISION OF A VIRTUAL ENVIRONMENT BASED ON REAL TIME DATA
    10.
    发明申请
    PROVISION OF A VIRTUAL ENVIRONMENT BASED ON REAL TIME DATA 审中-公开
    基于实时数据提供虚拟环境

    公开(公告)号：US20160236088A1

    公开(公告)日：2016-08-18

    申请号：US14364294

    申请日：2013-12-23

    Applicant: Hong C. LI ,  Igor Tatourian ,  Rita H. Wouhaybi ,  Tobias M. Kohlenberg

    Inventor： Hong C. Li ,  Igor Tatourian ,  Rita H. Wouhaybi ,  Tobias M. Kohlenberg

    IPC: A63F13/655 ,  A63F13/26 ,  H04L29/06

    CPC classification number: A63F13/655 ,  A63F13/00 ,  A63F13/217 ,  A63F13/26 ,  A63F13/335 ,  A63F13/34 ,  A63F13/65 ,  G06T17/00 ,  H04L67/38

    Abstract: Apparatus, computer-readable storage medium, and method associated with provision of a virtual environment. In embodiments, a computing apparatus may include a processor and a virtualization module. The virtualization module may be operated by the processor to provide the virtual environment, based at least in part on real time data of a physical environment virtualized in the virtual environment. In embodiments, the computing apparatus may further include a physical environment module. The physical environment module may be operated by the processor to acquire the real time data of the physical environment for the virtualization module. Other embodiments may be described and/or claimed.

    Abstract translation: 装置，计算机可读存储介质和与提供虚拟环境相关联的方法。 在实施例中，计算设备可以包括处理器和虚拟化模块。 该虚拟化模块可以由处理器操作以至少部分地基于在虚拟环境中虚拟化的物理环境的实时数据来提供虚拟环境。 在实施例中，计算设备还可以包括物理环境模块。 物理环境模块可以由处理器操作以获取虚拟化模块的物理环境的实时数据。 可以描述和/或要求保护其他实施例。

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