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Design of a cognitive tool to detect malicious images using the smart phone | IEEE Conference Publication | IEEE Xplore

Design of a cognitive tool to detect malicious images using the smart phone


Abstract:

In this study, we design a cognitive tool to detect malicious images using a smart phone. This tool can learn shot images taken with the camera of a smart phone and autom...Show More

Abstract:

In this study, we design a cognitive tool to detect malicious images using a smart phone. This tool can learn shot images taken with the camera of a smart phone and automatically classify the new image as an malicious image in the smart phone. To develop the learning and classifier tool, we implement an image analysis function and a learning and classifier function using a support vector machine (SVM) with the smart phone. With this tool, the user can collect image data with the camera of a smart phone, create learning data, and classify the new image data according to the learning data in the smart phone. In this study, we apply this tool to a user interface of a cosmetics recommendation service system and demonstrate its effectiveness by in reducing the load of the diagnosis server in this service and improving the user service.
Date of Conference: 16-18 July 2013
Date Added to IEEE Xplore: 07 October 2013
ISBN Information:
Conference Location: New York, NY, USA

References

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