Systems and methods for controlled access to network-based resources

A system comprising:

• a hardware processor programmed to:
• obtain a request to access a network resource;
• determine, responsive to the request, whether the corresponding network resource comprises a classified network resource or an unclassified network resource;
• based on a determination that the corresponding network resource is an unclassified network resource, classify, by one or more machine learning models, the network resource based on a risk level associated with the network resource;
• identify a category of action for access to the network resource;
• and
• provide, according to the identified category of action, access to the network resource.

A method for controlling access to a network resource comprising:

• receiving, from a user computing device, a request to access a network resource;
• determining, with a computing system, that the network resource is an unclassified network resource;
• responsive to the determination the network resource is an unclassified network resource, classifying, by one or more machine learning model, the network resource with one or more classification that indicates a risk level associated with the network resource;
• identifying, with the computing system, a category of action for access to the network resource based on the one or more classifications;
• and
• providing, with the user computing device, access to the network resource based on the category of action.