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Method, device and equipment of constructing training set and method of human-machine recognition

A technology for building training sets and training sets, applied in the field of building training sets, can solve problems such as the inability to efficiently build training sets with sufficient accuracy

Inactive Publication Date: 2018-02-16
GUANGZHOU HUADUO NETWORK TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The purpose of the present invention is to provide a method, device, device and readable storage medium for constructing a training set based on Web server logs, so as to solve the problem that a training set with sufficient precision cannot be efficiently constructed in the prior art

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Embodiment Construction

[0024] The core of the present invention is to provide a method, device, device and readable storage medium for constructing a training set based on web server logs, which can quickly and efficiently construct a training set with sufficient precision. The present invention also provides a human-machine recognition method, using the training set to construct a human-machine recognition classifier to realize rapid recognition.

[0025] In order to enable those skilled in the art to better understand the solution of the present invention, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments. Apparently, the described embodiments are only some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the pre...

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Abstract

The invention discloses a method, a device and equipment of constructing a training set on the basis of Web server logs and a computer-readable storage medium. The method includes: structurizing the Web logs according to pre-selected fields; utilizing preset time windows to segment the structurized Web logs; through independently using an association rule algorithm for the Web logs in each time window, acquiring a frequent set corresponding to the time window; and acquiring the training set through combining the frequent sets meeting a preset support degree and confidence degree. The method, the device, the equipment and the computer-readable storage medium provided by the invention can quickly and highly efficiently construct the training set with sufficiently high precision. The invention also provides a method of human-machine recognition. The method of human-machine recognition utilizes the above-mentioned training set to construct a human-machine recognition classifier, and can beused for quickly recognizing access records.

Description

technical field [0001] The present invention relates to the field of computer technology, in particular to a method, device, equipment, computer-readable storage medium and human-machine identification method for constructing a training set. Background technique [0002] With the development of computer technology, identifying the behavior of malicious and illegal users is of great significance to information security management. On the one hand, it can assist in the investigation and tracing of incidents and cooperate with evidence collection. Establish an interception strategy to prevent incidents before they happen. Different from the use of normal users, hackers often use scripts or automated tools to initiate access to targets due to technical and purpose reasons, and these access records are also recorded by the log system. A single, small number of access records may not be able to distinguish the difference between the latter and the former, but once a certain numbe...

Claims

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Application Information

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IPC IPC(8): G06F21/57
CPCG06F21/57
Inventor 梁小毅韩方
Owner GUANGZHOU HUADUO NETWORK TECH
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