Instant Messaging Risk Assessment via Multi-Dimensional User Analysis
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing instant messaging safety pre-warnings lack accuracy in identifying security risks, allowing potential frauds to go undetected, as they rely solely on preset keywords without considering user account information and behavior.
Innovation Solution
A method and device that determine the risk level of an instant messaging message by analyzing user account information and identity information, transmitting pre-warning information to the recipient if the risk level reaches a certain threshold, including security prompt, verification, and report information to enhance user awareness and security verification.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of manufacture
If preset keywords are used for safety pre-warnings, then the implementation is simple, but the accuracy of identifying dangerous situations is low
Solution Approach 1:
The patent changes the parameters used for risk assessment from simple keyword matching to multiple dimensions including user account information, device information, location information, and behavior patterns. This transforms the detection system from a single-parameter (keyword) approach to a multi-parameter comprehensive assessment model, thereby improving accuracy while maintaining implementation feasibility through structured data collection and analysis.
Solution Approach 2:
The patent adds new dimensions to the safety warning system by incorporating user account dimensions (account age, verification status), device dimensions (device type, OS version), location dimensions (GPS coordinates, address), and behavioral dimensions (message frequency, interaction patterns). This multi-dimensional approach resolves the contradiction by providing comprehensive accuracy without excessive complexity.
2Measurement precision
If multiple dimensions of user information are analyzed for risk assessment, then the accuracy of safety pre-warnings is improved, but the system complexity increases
Solution Approach 1:
The patent segments the risk assessment system into distinct functional modules: user account information module, device information module, location information module, and behavior analysis module. Each module independently processes specific types of data and contributes to the overall risk score. This segmentation reduces system complexity by making each component manageable and independently developable while achieving comprehensive multi-dimensional analysis.
Solution Approach 2:
The patent introduces an intermediary risk assessment engine that receives data from multiple information sources (user accounts, devices, locations, behaviors) and processes them through standardized algorithms to generate a unified risk level. This intermediary layer simplifies the system architecture by providing a centralized processing point that coordinates between different data sources and the output warning system, reducing overall complexity.
Data Source
AI summary
An instant messaging message processing method is disclosed and includes: receiving, by a server, an instant messaging message, user account information of a destination user terminal, and user account information of a source user terminal from the source user terminal; determining, by the server, a risk level of the instant messaging message according to a preset rule and the user account information of the source user terminal; and if the risk level of the instant messaging message reaches a first risk level, transmitting, by the server when, the instant messaging message and preset pre-warning information to the destination user terminal according to the user account information of the destination user terminal, wherein the pre-warning information comprises security prompt information which is used for prompting a user of the destination user terminal to notice a security risk of the instant messaging message. An instant messaging message processing device is also disclosed.