Model generation method, abnormal flow detection method and device, electronic equipment and computer readable storage medium

Abstract

The invention provides a model generation method, an abnormal flow detection method and device, electronic equipment and a computer readable storage medium. The abnormal flow detection method comprises the following steps of acquiring to-be-detected flow data in a target time period, acquiring a to-be-detected proportion of at least one index, inputting the to-be-detected proportion into an abnormal detection model for detection to obtain a detection result, and finally judging whether the to-be-detected flow data in which the to-be-detected proportion is located is abnormal according to the detection result. In the embodiment of the invention, through obtaining a to-be-measured proportion of at least one index of to-be-measured flow data, the proportion components contained in the to-be-detected flow data are quantized, and whether the acquired to-be-detected proportion meets the rule of historical probability distribution and integral clustering or not is judged by the aid of the abnormal detection model, so that the to-be-detected flow data are comprehensively detected, and the accuracy and comprehensiveness of detection results are guaranteed.

Description

technical field [0001] The embodiments of the present invention relate to the field of network technology, and in particular, to a model generation method, an abnormal traffic detection method, a device, an electronic device, and a computer-readable storage medium. Background technique [0002] As Internet technology enters every aspect of people's lives, various websites and applications often organize various activities to interact with users, such as organizing users to collect coupons, draw prizes, votes and other activities. But at the same time, in order to cheat coupons or prizes, some hackers will use the brush tool to maliciously brush the amount. After the website or application is swiped, the background data will be inaccurate, and it will be impossible to know the user's participation in the activity. At the same time, it will also cause problems such as the inability of normal users to participate in the activity. [0003] In order to avoid the occurrence of th...

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Problems solved by technology

[0004] The invention provides a model generation method, an abnormal flow detection method, a device, an electronic device, and a computer-readable storage medium, so as to solve the problem that the existing abnormal flow detection method is too macroscopic and easy to miss detection

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