METHOD AND APPARATUS FOR IDENTIFYING MALICIOUS ACCOUNT

Patent №

US 10,270,785

Granted

2019-04-23

Filed 2016

Owner

TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15310076

A method and an apparatus for identifying a malicious account are disclosed. Implementation of the method includes: using an effective reading speed of an account in a known normal account set as a training sample, and determining distribution data of the effective reading speed of the account in the normal account set; determining an upper reading speed threshold for the account in the normal account set according to the distribution data; acquiring a reading speed of a to-be-determined account; and determining, if the reading speed of the to-be-determined account exceeds the reading speed threshold, that the to-be-determined account is a malicious account. In the method, a fixed threshold set manually is no longer used, and a threshold is set on a statistics-based theoretical basis and is no longer randomly set manually; therefore, a malicious account for fake book viewing can be accurately identified.

Machine learningPlanningH04L 63/14G06N 7/01H04L 63/1416

AI classification

Planning0.98
Machine learning0.60
Knowledge representation0.32
AI hardware0.03
Natural language0.01
Vision0.00
Evolutionary computation0.00
Speech0.00

Ownership

TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

assignment · 402730263

Assignors

SHI, DAN

On an employer assignment, the assignors are typically the inventors.

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