SYSTEM AND METHOD FOR CORRELATING ALERTS GENERATED BY ENDPOINTS
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United States of America Patent
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Issued Date -
Jul 18, 2024
app pub date -
Jan 13, 2023
filing date -
Jan 13, 2023
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Abstract
A method of correlating alerts that are generated by a plurality of endpoints includes the steps of: collecting alert data of alerts generated by the endpoints; for each endpoint, computing alert sequences based on the collected alert data; training a sequence-based model with the computed alert sequences, to generate a vector representation for each of the alerts; for each alert in a set of alerts generated during a first time period, acquiring a vector representation corresponding thereto, which has been generated by the sequence-based model; and applying a clustering algorithm to the vector representations of the alerts in the set of alerts to generate a plurality of clusters of correlated alerts.
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