Scenario-based monitoring model customization methods, devices, and media

Abstract

This application provides a scenario-based monitoring model customization method, device, and medium, belonging to the field of security monitoring technology. The scenario-based monitoring model customization method includes: acquiring the security requirements and data characteristics of different monitoring locations; designing monitoring models for different monitoring locations according to a customized strategy based on the security requirements and data characteristics of the monitoring locations; training corresponding monitoring models for different monitoring locations based on an attention mechanism; collecting monitoring effect data of the monitoring models in real time; and adjusting the monitoring parameters of the monitoring models in real time based on the monitoring effect data and the security requirements and data characteristics of the monitoring locations. The technical solution of this application can solve the problems of existing technologies that, when using a unified model for monitoring, cannot perform targeted event monitoring according to different monitoring scenarios, and that generalized models cannot improve the monitoring accuracy of specific scenarios.

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