Ansys, Inc.

Chia-Wei Chen

Norman H Chang

Deqi Zhu

Jimin Wen

Lang Lin

Hua Chen

Methods, machine readable media and systems for evaluating, through one or more simulations, the leakage of sensitive data in an integrated circuit, such as cryptographic data or keys, are described. The embodiments can use machine learning models, such as one or more neural networks to generate one or more leakage related scores for each portion in a set of portions of the cryptographic data. In one embodiment, leakage data associated the first set of POIs with one or more neural networks is processed by the one or more neural networks to identify the POIs that leak the most and determine one or more scores for each portion in the set of portions of the cryptographic data.

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Arcadia, CA, United States of America

Chia-Wei Chen