Web control with real-time content analysis

A computer-implemented method comprising:

• receiving, at a user device, web content for display on the user device;
• determining whether to classify the web content by the user device;
• responsive to determining to classify the web content by the user device:
• identifying, by the user device, at least one model for classifying the web content;
• and
• performing, by the user device, real-time analysis on the web content using the at least one model to classify the web content and determine a classification result;
• responsive to determining not to classify the web content by the user device:
• notifying, by the user device, a cloud server for classifying the web content and determining the classification result;
• receiving, by the user device, the classification result from the cloud server;
• and
• after classifying the web content, taking an action on the web content by displaying the web content via a browser on the user device with a portion of the web content being modified with a specific effect based on the classification result and with a remaining portion of the web content unchanged.

A system comprising:

• a processor;
• and
• a memory storing one or more instructions that, when executed, cause the processor to implement operations including:
• receiving, at a user device, web content for display on the user device;
• identifying, at the user device, at least one model for classifying the web content;
• performing, at the user device, real-time analysis on the web content using the at least one model to classify the web content and determine a classification result;
• and
• after classifying the web content, taking an action on the web content by displaying the web content via a browser on the user device with a portion of the web content being modified with a specific effect based on the classification result and with a remaining portion of the web content unchanged.