System and Method for Detecting a Malicious File Using Image Analysis Prior to Execution of the File
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United States of America Patent
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Nov 14, 2019
app pub date -
May 10, 2018
filing date -
May 10, 2018
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Abstract
The embodiments comprise a system and method for analyzing files using visual cues in the presentation of the file. These visual aids may be extracted using a convolutional neural network, classified, and used in conjunction with file metadata to determine if a provided document is likely to be malicious. This methodology may be extended to detect a variety of social engineering-related attacks including phishing sites or malicious emails.
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