Apparatus and method for evaluating correctness of ai/ml model
AssigneeElectronics and Telecommunications Research Institute
InventorsJoo Young LEE, Tae Yeon KIM
Life of this patent
Estimating the term…
Abstract
A method for verifying reliability of an artificial intelligence (AI) model includes receiving an AI model request; creating a verification twin for evaluating the reliability of the AI model; and verifying the reliability of the AI model based on information collected while the AI model is executed on the digital twin network.
Claims20
A method for verifying reliability of an artificial intelligence (AI) model, the method comprising:
- receiving an AI model request;
- creating a verification twin for evaluating the reliability of the AI model;
- and
- verifying the reliability of the AI model based on information collected while the AI model is executed on the digital twin network.
A method for forwarding traffic to a digital twin network for verifying reliability of an artificial intelligence (AI) model, the method comprising:
- receiving a request for forwarding traffic of an actual network to the digital twin network;
- duplicating the traffic of the actual network;
- and
- forwarding the duplicated traffic to the digital twin network.
An apparatus for verifying reliability of an artificial intelligence (AI) model, the apparatus comprising:
- a processor, a memory, and a communication device, wherein the processor executes a program stored in the memory to perform:
- receiving the AI model request;
- creating a digital twin network for evaluating the reliability of the AI model;
- and
- verifying the reliability of the AI model based on information collected while the AI model is executed on the digital twin network.
An apparatus for verifying reliability of an artificial intelligence (AI) model, the apparatus comprising:
- a processor, a memory, and a communication device, wherein the processor executes a program stored in the memory to perform:
- receiving a reliability verification request of the AI model;
- creating a digital twin network for evaluating the reliability of the AI model;
- when the digital twin network is created, requesting a device which has sent the reliability verification request to provide the AI model;
- and
- verifying the reliability of the AI model based on information collected while the AI model is executed on the digital twin network.
Dependencies are inferred from the claim text.