公开(公告)号：US20240187310A1

公开(公告)日：2024-06-06

申请号：US18399569

申请日：2023-12-28

Applicant: Intel Corporation

Inventor： Malini K. Bhandaru ,  Ned M. Smith ,  Sunil K. Cheruvu ,  Anahit Tarkhanyan ,  Mats Agerstam

IPC: H04L41/147 ,  H04L67/12

CPC classification number: H04L41/147 ,  H04L67/12

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed to monitor telemetry data in computing system. An example apparatus includes interface circuitry to obtain telemetry data; computer readable instructions; and programmable circuitry to instantiate: aggregation circuitry to analyze the telemetry data using an artificial intelligence model to detect an event; and action controller circuitry to: determine a telemetry collection resolution associated with the event; and instruct a telemetry collection operation associated with the telemetry data to adjust collection of the telemetry data according to the determined telemetry collection resolution.

公开(公告)号：US11977962B2

公开(公告)日：2024-05-07

申请号：US18056037

申请日：2022-11-16

Applicant: Intel Corporation

Inventor： Ria Cheruvu ,  Anahit Tarkhanyan

IPC: H04L9/40 ,  G06F9/30 ,  G06N20/00 ,  H04L9/32

CPC classification number: G06N20/00 ,  G06F9/30101 ,  H04L9/3242 ,  H04L9/3247

Abstract: Embodiments are directed to immutable watermarking for authenticating and verifying artificial intelligence (AI)-generated output. An embodiment of a system includes a processor of a monitoring system, wherein the processor is to: receive first content from an edge device and second content from an adversary system, wherein the first content comprises output of a machine learning (ML) model as applied to captured content at the edge device; receive a digital signature corresponding to the first content; process the digital signature to extract a global unique identifier (GUID) of the ML model that generated the first content; verify the extracted GUID against data obtained from a shared registry; in response to successfully verifying the extracted GUID, provide the first content for consumption at a monitoring consumption application; and in response to determining that the second content is not associated with a verifiable GUID, refuse the second content at the monitoring consumption application.

公开(公告)号：US11514365B2

公开(公告)日：2022-11-29

申请号：US16901770

申请日：2020-06-15

Applicant: Intel Corporation

Inventor： Ria Cheruvu ,  Anahit Tarkhanyan

IPC: H04L9/40 ,  G06N20/00 ,  G06F9/30 ,  H04L9/32

Abstract: Embodiments are directed to immutable watermarking for authenticating and verifying artificial intelligence (AI)-generated output. An embodiment of a system includes a hardware accelerator to perform processing related to a machine learning (ML) model and one or more processors including a hash generator. In one implementation, the hash generator is to identify a global unique identifier (GUID) for the ML model, generate a digital signature for content generated by an inference stage of the ML model, the digital signature based on at least the GUID of the ML model and the content generated by the ML model, and transmit the content and the digital signature to a content consumer platform.

公开(公告)号：US20210390447A1

公开(公告)日：2021-12-16

申请号：US16901770

申请日：2020-06-15

Applicant: Intel Corporation

Inventor： Ria Cheruvu ,  Anahit Tarkhanyan

IPC: G06N20/00 ,  H04L9/32 ,  G06F9/30

Abstract: Embodiments are directed to immutable watermarking for authenticating and verifying artificial intelligence (AI)-generated output. An embodiment of a system includes a hardware accelerator to perform processing related to a machine learning (ML) model and one or more processors including a hash generator. In one implementation, the hash generator is to identify a global unique identifier (GUID) for the ML model, generate a digital signature for content generated by an inference stage of the ML model, the digital signature based on at least the GUID of the ML model and the content generated by the ML model, and transmit the content and the digital signature to a content consumer platform.

公开(公告)号：US20210107153A1

公开(公告)日：2021-04-15

申请号：US17130030

申请日：2020-12-22

Applicant: Intel Corporation

Inventor： Rajesh Poornachandran ,  Omesh Tickoo ,  Anahit Tarkhanyan ,  Vinayak Honkote ,  Stanley Mo

IPC: B25J9/16 ,  B25J13/00

Abstract: According to various aspects, controller for an automated machine may include: a processor configured to: compare information about a function of the automated machine with information of a set of tasks available to a plurality of automated machines; negotiate, with the other automated machines of the plurality of automated machines and based on a result of the comparison, which task of the set of tasks is allocated to the automated machine.