METHOD AND APPARATUS FOR TRAINING ISOLATION FOREST, AS WELL AS METHOD AND APPARATUS FOR RECOGNIZING SEARCH ROBOT Russian patent published in 2024 - IPC G06F16/951 G06F21/55 

Abstract RU 2826553 C1

FIELD: computer engineering.

SUBSTANCE: invention relates to computer engineering for identification of a search robot. Technical result is achieved due to the following stages: classifying unified resource identifiers to obtain a plurality of categories (step 101); tracking the behavior of a client from each IP address accessing the unified resource identifiers across a plurality of categories, and obtaining sample behavior data (step 102); encoding the sampled behavior data into a vector and using it as a sampled access vector (step 103); and training the isolation forest based on the selective access vector to identify the search robot on the client side (step 104).

EFFECT: high accuracy of identifying a search robot, which leads to high security of the website.

15 cl, 10 dwg

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RU 2 826 553 C1

Authors

Cao, Ke

Zhong, Qinghua

Dates

2024-09-12Published

2021-12-03Filed