SYSTEM AND METHOD FOR SECURING A CONTENT CREATION DEVICE CONNECTED TO A CLOUD SERVICE

    公开(公告)号:US20220078181A1

    公开(公告)日:2022-03-10

    申请号:US17016689

    申请日:2020-09-10

    IPC分类号: H04L29/06

    摘要: A certified application is installed onto a content creation device and a mobile certified application is installed onto a mobile device, the applications establish first and second trust relationships with the cloud service. The certified application and mobile certified application establish the third trust relationship via a proximity network. The mobile certified application generates a first ephemeral key pair having a private part. The certified application generates a second ephemeral key pair having a private part. The mobile certified application requests a service from the content creation device involving the transfer of data between the content creation device and the cloud service. The data is protected by at least one of the first and second ephemeral key pairs in response to invocation of the service. The service results in the data being stored at the cloud service and/or rendered at the content creation device.

    System and method for securely enabling a user with a mobile device to access the capabilities of a standalone computing device

    公开(公告)号:US10966086B2

    公开(公告)日:2021-03-30

    申请号:US16184811

    申请日:2018-11-08

    摘要: One embodiment facilities user access to a standalone computing device. During operation, the system receives, by the standalone computing device from a mobile computing device associated with a user, a first command to access capabilities of the standalone computing device, wherein the first command includes an ephemeral user identifier which includes an ephemeral key and indicates user-specific metadata, wherein the ephemeral key is generated by a network service, wherein the ephemeral user identifier is digitally signed with a private key of the network service, and wherein the standalone computing device is not directly accessible by the network service. The system verifies, by the standalone computing device using a public key of the network service, that the ephemeral user identifier was generated by the network service. The system executes, by the standalone computing device, the first command based on the user-specific metadata.

    Method and apparatus for privacy and trust enhancing sharing of data for collaborative analytics
    4.
    发明授权
    Method and apparatus for privacy and trust enhancing sharing of data for collaborative analytics 有权
    用于隐私和信任的方法和设备增强用于协作分析的数据共享

    公开(公告)号:US09275237B2

    公开(公告)日:2016-03-01

    申请号:US14101148

    申请日:2013-12-09

    IPC分类号: G06F21/60

    CPC分类号: G06F21/60 G06Q10/10

    摘要: One embodiment of the present invention provides a system for privacy-preserving sharing of data for secure collaboration. During operation, the system obtains a first set of data describing network events associated with one or more network addresses. Next, the system negotiates with a potential partner to determine a metric for deciding whether to share data. The potential partner is associated with a second set of data describing network events. The system then computes a value for the metric in a privacy-preserving way, based on the first set of data and the second set of data. Subsequently, the system determines whether the metric value exceeds a predetermined threshold, and, responsive to determining that the metric value exceeds the predetermined threshold, the system shares the first set of data with the potential partner, while controlling how the data should be shared to optimize benefits and risks of collaboration.

    摘要翻译: 本发明的一个实施例提供了一种用于隐私保护用于安全协作的数据共享的系统。 在操作期间,系统获得描述与一个或多个网络地址相关联的网络事件的第一组数据。 接下来,系统与潜在合作伙伴协商确定用于决定是否共享数据的度量。 潜在合作伙伴与描述网络事件的第二组数据相关联。 然后,该系统基于第一组数据和第二组数据,以隐私保护的方式计算度量值。 随后,系统确定度量值是否超过预定阈值,并且响应于确定度量值超过预定阈值,系统与潜在伙伴共享第一组数据,同时控制如何将数据共享到 优化合作的利益和风险。

    METHOD AND SYSTEM FOR CREATING AN ENSEMBLE OF NEURAL NETWORK-BASED CLASSIFIERS THAT OPTIMIZES A DIVERSITY METRIC

    公开(公告)号:US20240095496A1

    公开(公告)日:2024-03-21

    申请号:US17945623

    申请日:2022-09-15

    IPC分类号: G06N3/04 G06K9/62 G06N3/08

    摘要: One embodiment provides a system which facilitates construction of an ensemble of neural network-based classifiers that optimize a diversity metric. During operation, the system defines a diversity metric based on pairwise angles between decision boundaries of three or more affine classifiers. The system includes the diversity metric as a regularization term in a loss function optimization for designing a pair of mutually orthogonal affine classifiers of the three or more affine classifiers. The system trains one or more neural networks such that parameters of the one or more neural networks are consistent with parameters of the affine classifiers to obtain an ensemble of neural network-based classifiers which optimize the diversity metric. The system predicts an outcome for a testing data object based on the obtained ensemble of neural-network based classifiers which optimize the diversity metric.

    Method and system for collecting sensor data in buildings

    公开(公告)号:US11595226B1

    公开(公告)日:2023-02-28

    申请号:US17404142

    申请日:2021-08-17

    摘要: A system for collecting building environmental sensor data includes a first data collection device having a first transceiver that is configured to receive data from proximate building environmental sensors and a second transceiver that is configured to communicate with an external service. The device will, upon detecting that the first transceiver is within a receiving range of a first building environmental sensor, communicatively connect with the first building environmental sensor to receive a data stream that comprises sensor data captured by the first building environmental sensor. The device will continue to receive the data stream until the first transceiver either receives all of the sensor data or moves out of the receiving range. The device will repeat this process for additional building environmental sensors. The device will use its second transceiver to transfer the sensor data to the external service.

    System and architecture for supporting analytics on encrypted databases

    公开(公告)号:US10783263B2

    公开(公告)日:2020-09-22

    申请号:US15675055

    申请日:2017-08-11

    摘要: A method is provided for generating an encrypted database. The method includes: receiving a plaintext database having plaintext data entries in one or more columns; augmenting the received plaintext database to generate an augmented plaintext database, the augmenting including the addition of one or more columns to the received plaintext database, each added column corresponding to an attribute which is to be made available for conditional queries; and encrypting the augmented plaintext database to generate the encrypted database including encrypted data entries. The encrypted database supports at least one form of conditional query for those attributes corresponding to the added columns, the at least one form of conditional query being computed on the encrypted data entries without the decryption thereof to produce an encrypted result.