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公开(公告)号：US20220012355A1
公开(公告)日：2022-01-13
申请号：US17483543
申请日：2021-09-23
Applicant: Intel Corporation
Inventor： Prakash Narayana Moorthy , Patrick Foley , Micah Sheller , Clair Bowman , G. Anthony Reina , Jason Martin , Shih-Han Wang
Abstract: A method comprises receiving in a governor device, from a plurality of data owner devices, metadata for one or more datasets maintained by the plurality of data owner devices, registering the metadata for the one or more datasets with the governor device, in response to a request from an aggregator, providing at least a portion of the metadata for the one or more datasets to the aggregator, receiving, from the aggregator, a compute plan to be implemented by the plurality of data owner devices, distributing at least a portion of the compute plan to the plurality of data owner devices, in response to receiving, from the plurality of data owner devices, a verification report and a certification for an enclave, binding the enclave to a host device, and providing the compute plan to the plurality of data owner devices.
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公开(公告)号：US20200327238A1
公开(公告)日：2020-10-15
申请号：US16910722
申请日：2020-06-24
Applicant: INTEL CORPORATION
Inventor： Shih-Han Wang , Yonghong Huang , Micah Sheller , Cory Cornelius
Abstract: Embodiments discussed herein may be generally directed to systems and techniques to generate a quality score based on an observation and an action caused by an actor agent during a testing phase. Embodiments also include determining a temporal difference between the quality score and a previous quality score based on a previous observation and a previous action, determining whether the temporal difference exceeds a threshold value, and generating an attack indication in response to determining the temporal difference exceeds the threshold value.
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Patent Agency Ranking
公开(公告)号：US10726134B2
公开(公告)日：2020-07-28
申请号：US16103137
申请日：2018-08-14
Applicant: INTEL CORPORATION
Inventor： Shih-Han Wang , Yonghong Huang , Micah Sheller , Cory Cornelius
Abstract: Embodiments discussed herein may be generally directed to systems and techniques to generate a quality score based on an observation and an action caused by an actor agent during a testing phase. Embodiments also include determining a temporal difference between the quality score and a previous quality score based on a previous observation and a previous action, determining whether the temporal difference exceeds a threshold value, and generating an attack indication in response to determining the temporal difference exceeds the threshold value.
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4.发明授权公开(公告)号：US11526745B2
公开(公告)日：2022-12-13
申请号：US15892138
申请日：2018-02-08
Applicant: Intel Corporation
Inventor： Micah Sheller , Cory Cornelius , Jason Martin , Yonghong Huang , Shih-Han Wang
Abstract: Methods, apparatus, systems and articles of manufacture for federated training of a neural network using trusted edge devices are disclosed. An example system includes an aggregator device to aggregate model updates provided by one or more edge devices. The one or more edge devices to implement respective neural networks, and provide the model updates to the aggregator device. At least one of the edge devices to implement the neural network within a trusted execution environment.
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5.发明申请公开(公告)号：US20190042937A1
公开(公告)日：2019-02-07
申请号：US15892138
申请日：2018-02-08
Applicant: Intel Corporation
Inventor： Micah Sheller , Cory Cornelius , Jason Martin , Yonghong Huang , Shih-Han Wang
Abstract: Methods, apparatus, systems and articles of manufacture for federated training of a neural network using trusted edge devices are disclosed. An example system includes an aggregator device to aggregate model updates provided by one or more edge devices. The one or more edge devices to implement respective neural networks, and provide the model updates to the aggregator device. At least one of the edge devices to implement the neural network within a trusted execution environment.
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公开(公告)号：US12223079B2
公开(公告)日：2025-02-11
申请号：US17483543
申请日：2021-09-23
Applicant: Intel Corporation
Inventor： Prakash Narayana Moorthy , Patrick Foley , Micah Sheller , Clair Bowman , G. Anthony Reina , Jason Martin , Shih-Han Wang
Abstract: A method comprises receiving in a governor device, from a plurality of data owner devices, metadata for one or more datasets maintained by the plurality of data owner devices, registering the metadata for the one or more datasets with the governor device, in response to a request from an aggregator, providing at least a portion of the metadata for the one or more datasets to the aggregator, receiving, from the aggregator, a compute plan to be implemented by the plurality of data owner devices, distributing at least a portion of the compute plan to the plurality of data owner devices, in response to receiving, from the plurality of data owner devices, a verification report and a certification for an enclave, binding the enclave to a host device, and providing the compute plan to the plurality of data owner devices.
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公开(公告)号：US11501001B2
公开(公告)日：2022-11-15
申请号：US16910722
申请日：2020-06-24
Applicant: INTEL CORPORATION
Inventor： Shih-Han Wang , Yonghong Huang , Micah Sheller , Cory Cornelius
Abstract: Embodiments discussed herein may be generally directed to systems and techniques to generate a quality score based on an observation and an action caused by an actor agent during a testing phase. Embodiments also include determining a temporal difference between the quality score and a previous quality score based on a previous observation and a previous action, determining whether the temporal difference exceeds a threshold value, and generating an attack indication in response to determining the temporal difference exceeds the threshold value.
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