MULTI-LEVEL MALWARE CLASSIFICATION MACHINE-LEARNING METHOD AND SYSTEM
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United States of America Patent
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Jul 11, 2024
app pub date -
Aug 11, 2023
filing date -
Jan 10, 2023
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Abstract
A cyber security method and system for detecting malware via an anti-malware application employing a fast locality-sensitive hashing evaluation using a vantage-point tree (VPT) structure for the indication of malicious files and non-malicious files. The locality-sensitive hashing evaluation using the VPT structure can be performed prior to initiating the deeper, more computationally intensive evaluation and is used to identify with high confidence a scanned file or data object being a malicious file, a non-malicious file, or a low confidence measure of the two.
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