AI Brand Profile Screening for Social Media Takedowns
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Solution Overview
Problem
Existing methods for identifying and removing malicious social media profiles are time-consuming and inefficient, failing to locate all such profiles in real time, particularly when they mimic legitimate accounts or use similar branding.
Innovation Solution
An automated method and system using artificial intelligence to inspect profiles for relevance and legitimacy, employing web crawling, natural language analysis, and threshold-based probability determination to identify and submit takedown requests for malicious profiles.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If manual methods are used to identify and remove malicious profiles, then human oversight and accuracy in judgment are improved, but time consumption and operational efficiency deteriorate
Solution Approach 1:
The system performs self-service by automatically crawling social media platforms, inspecting profiles for malicious content, making determination decisions based on predefined criteria, and submitting takedown requests without human intervention. This automation resolves the contradiction by eliminating time-consuming manual operations while maintaining consistent application of identification criteria through algorithmic decision-making.
Solution Approach 2:
The patent replaces the mechanical human judgment process with an automated computational system that uses web crawling, profile inspection algorithms, and decision logic to identify malicious profiles. This substitution eliminates the time loss associated with manual review while maintaining measurement precision through systematic application of detection criteria across all profiles.
2Reliability
If comprehensive manual inspection of all profiles is performed, then detection completeness is improved, but productivity and real-time response capability deteriorate
Solution Approach 1:
The system implements continuous automated monitoring that inspects profiles in real-time as they appear on social media platforms. This continuous action ensures comprehensive detection completeness while maintaining high productivity, as the automated system can process numerous profiles simultaneously without the diminishing returns that plague manual inspection methods.
Solution Approach 2:
The automated system independently performs the complete inspection and takedown workflow without human resource constraints, enabling it to process large volumes of profiles in real-time while maintaining detection completeness through systematic coverage of all targeted platforms.
3Adaptability or versatility
If multiple social media platforms are monitored manually, then brand protection coverage is improved, but operational complexity and time requirements deteriorate
Solution Approach 1:
The system is designed with universal functionality to monitor and inspect profiles across multiple social media platforms simultaneously through a single integrated architecture. This multi-functionality improves brand protection coverage while reducing operational complexity, as the same automated inspection and decision-making processes are applied uniformly across all platforms without requiring separate manual operations for each.
Data Source
AI summary
A method for defending against malicious profiles on the web, the method including: i) inspecting a profile to determine its relevance to a brand that it is desired to protect from malicious activity; ii) determining whether the profile is relevant to the brand; iii) if it is determined that the profile is relevant, analyzing it to determine whether it is legitimate or malicious; and iv) if it is determined that the profile is malicious, assembling proof of its malicious activity and submitting same together with a takedown request to the administrator of the website where the profile was located.