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Obfuscated Hardware Accelerators for Image Processing Filters-Application Specific and Functionally Reconfigurable Processors
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DOI：10.1109/TCE.2020.3027760.png)
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Hardware accelerators are widely used as computationally-intensive cores in consumer electronics (CE) applications. However security and speed of such hardware accelerators, that are responsible for computing data-intensive tasks, play an important role in improving consumer experience in terms of safety and performance. This article presents novel low power multi-modal hardware accelerator architectures viz. application specific processor and functionally reconfigurable processor for image processing filter of 3 x 3 kernel matrix size. In the proposed functionally reconfigurable processor of 3 x 3 filter, the same design can be used for five different image processing filters - blurring, sharpening, vertical embossment, horizontal embossment and Laplace edge detection, by varying control input. Further, application specific processor designs of these five types of 3 x 3 filters are also presented in this article. Additionally, application specific processor architecture of 5 x 5 filter kernel matrix size is also reported in this article. The results confirm that the proposed hardware accelerators achieve strong security and low design cost.
Keyword:
Hardware
Image processing
Kernel
Information filters
Trojan horses
Convolution
Filter kernel
obfuscation
hardware accelerator
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