Electronic component classification
First Claim
Patent Images
1. A method of classifying an unknown electronic component comprising:
- temporarily installing a plurality of electronic components into a component interface of an electronic component authentication system for signal measurement;
measuring with a sensor system, during an idle state of each of the plurality of electronic components, a noise signal for each of the plurality of electronic components via the component interface;
building a classifier based on the noise signals of the plurality of electronic components by segmenting each noise signal into a noise vector, transforming each noise vector into a feature vector, conducting a statistical analysis on each feature vector, and clustering the feature vectors to create the classifier; and
measuring, with the sensor system, during an idle state, a noise signal of the unknown electronic component via the component interface;
classifying the unknown electronic component using the classifier and the noise signal of the unknown electronic component.
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Abstract
A system and method of electronic component authentication or component classification can reduce the vulnerability of systems (e.g., satellites, weapons, critical infrastructure, aerospace, automotive, medical systems) to counterfeits. Intrinsic deterministically random property data can be obtained from a set of authentic electronic components, processed, and clustered to create a classifier that can distinguish whether an unknown electronic component is authentic or counterfeit.
59 Citations
26 Claims
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1. A method of classifying an unknown electronic component comprising:
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temporarily installing a plurality of electronic components into a component interface of an electronic component authentication system for signal measurement; measuring with a sensor system, during an idle state of each of the plurality of electronic components, a noise signal for each of the plurality of electronic components via the component interface; building a classifier based on the noise signals of the plurality of electronic components by segmenting each noise signal into a noise vector, transforming each noise vector into a feature vector, conducting a statistical analysis on each feature vector, and clustering the feature vectors to create the classifier; and measuring, with the sensor system, during an idle state, a noise signal of the unknown electronic component via the component interface; classifying the unknown electronic component using the classifier and the noise signal of the unknown electronic component. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13)
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14. A method of classifying a plurality of electronic components comprising:
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temporarily installing a plurality of electronic components into a component interface of an electronic component authentication system for signal measurement, wherein the plurality of electronic components are separately measured while temporarily installed into the component interface of the electronic component authentication system; measuring with a sensor, during an idle state of each of the plurality of electronic components, a noise signal for each electronic component via the component interface; and classifying the plurality of electronic components into classes based on similarity of the noise signals. - View Dependent Claims (15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26)
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Specification