Method and device for screening monitoring rules
A screening method and rule technology, applied in the computer field, can solve the problems of high complexity of the monitoring system and low efficiency of task auditing, and achieve the effect of reducing complexity and improving auditing efficiency
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Embodiment 1
[0043] Such as figure 1 As shown, the flow chart of the monitoring rule screening method provided in Embodiment 1 of the present application includes the following steps:
[0044] S101: Based on the multiple monitoring rules to be screened, the server respectively audits multiple tasks belonging to the same type of tasks, obtains audit results for each task using each monitoring rule, and obtains the correct audit results corresponding to each task.
[0045] In S101, multiple monitoring rules to be screened are used to audit the same type of tasks. Auditing a task in this embodiment of the present application may refer to verifying the executability or legality of the task.
[0046] In specific implementation, specific feature values can be used to identify the audit results. For example, for any task, if any monitoring rule audits the task, the audit result will be identified as N (N is a real number), if there is no audit If the task is found, the audit result will be ma...
Embodiment 2
[0052] In the second embodiment, the server selects at least one monitoring rule from the plurality of monitoring rules to be screened based on the audit results of each task by using each monitoring rule, the correct audit result corresponding to each task, and the set prediction function, so that The sum of errors determined for a plurality of tasks is less than a first threshold or the average error is less than a second threshold, and the number of monitoring rules screened is the least; the sum of errors is determined for each task in the plurality of tasks, The value after adding the error between the output value of the prediction function and the correct audit result corresponding to the task; the average error is the value after dividing the sum of the errors by the number of tasks of the plurality of tasks.
[0053] Such as figure 2 As shown, the flow chart of the monitoring rule screening method provided in Embodiment 2 of the present application includes the follo...
Embodiment 3
[0066] In the third embodiment, the server selects at least one monitoring rule from the plurality of monitoring rules to be screened based on the audit results of each task by using each monitoring rule and the set prediction function, so that: the screened out each monitoring rule The sum of the weights of the rules (the weight of each monitoring rule can be the same preset positive real number) multiplied by the preset coefficient, and the sum of the errors determined for multiple tasks or the average error is the smallest. Such as image 3 As shown, the flow chart of the monitoring rule screening method provided in Embodiment 3 of the present application includes the following steps:
[0067] S301: Based on the multiple monitoring rules to be screened, the server respectively audits multiple tasks belonging to the same type of tasks, obtains audit results for each task using each monitoring rule, and obtains correct audit results corresponding to each task.
[0068] Here,...
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