Systems and methods for use in blocking network traffic

A non-transitory computer-readable storage medium comprising executable instructions, which when executed by at least one processor, cause the at least one processor to:

• retrieve access data associated with an interaction between a user and a virtual location of a first party, the access data including a common data element specific to the interaction and at least one click behavior;
• retrieve identity data associated with the interaction between the user and the virtual location, the identity data including the common data element specific to the interaction and identifying data associated with the user;
• join the access data and the identity data based on the common data element;
• generate a score, based on the joined data and a model, where the score is indicative of a probability of a type of the user;
• and
• determine whether the generated score satisfies a defined threshold;
• and
• in response to the generated score satisfying the defined threshold, block said interaction and provide an authorization reply to the first party indicating the score and the blocked interaction, thereby reporting the generated score to the first party.

A system for use in identifying and blocking network interactions, the system comprising at least one computing device configured to:

• retrieve access data associated with an interaction between a user and a virtual location of a first party, the access data including a common data element specific to the interaction and at least one click behavior;
• retrieve identity data associated with the interaction between the user and the virtual location, the identity data including the common data element specific to the interaction and identifying data associated with the user;
• join the access data and the identity data based on the common data element;
• generate a score, based on the joined data and a model, where the score is indicative of a probability of a type of the user, the model including one of an random forest model and a regression model;
• determine whether the generated score satisfies a defined threshold;
• and
• in response to the generated score satisfying the defined threshold, block said interaction and provide an authorization reply to the first party indicating the score and the blocked interaction, thereby reporting the generated score to the first party.