Data-Driven Modeling of Cyber-Physical Systems using Side-Channel Analysis by Sujit Rokka Chhetri & Mohammad Abdullah Al Faruque

Author:Sujit Rokka Chhetri & Mohammad Abdullah Al Faruque
Language: eng
Format: epub
ISBN: 9783030379629
Publisher: Springer International Publishing

5.5 Discussion

In this section, we provide an open discussion on the limitations of our KCAD method: 1.Printer Variation: KCAD is machine-specific. Hence, for implementation, the function estimation (training) has to be conducted before it can be implemented. Different FDM based 3D printers will emit different acoustic signature based on the type of motors used and the structure of the frame. This has to be studied before KCAD can be implemented. Different analog emissions and their respective features have to be analyzed for model function estimation. However, this has to be done only once before the implementation.

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