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1. Introduction Alert fatigue is a serious challenge for security analysts. Based on a qualitative study of SOC analysts’ perspectives on security alerts from the University of Oxford, most alerts are triggered by legitimate behavior in the organization’s environment, which analysts may choose to ignore [1]. Most existing research aimed at reducing the rate of noise alerts has focused on proposing new methods for detecting attacks and intrusions.
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