Abstract: Certain aspects and features of the present disclosure relate to systems and methods for automatically classifying hosts in real-time. For instance, classifying hosts as bots, and subsequently mitigating or blocking traffic from the hosts classified as bots can be advantageous in real-time data exchange systems. In a real-time data exchange system, data can be exchanged between a server and a target host in real-time when the target host accesses a webpage. Inhibiting data communication between servers and hosts operated by bot scripts can reduce fraudulent activity. In some implementations, hosts can be automatically classified into various groups based at least in part on the data included in requests received from the hosts.

Abstract: Certain aspects and features of the present disclosure relate to systems and methods for automatically classifying hosts in real-time. For instance, classifying hosts as bots, and subsequently mitigating or blocking traffic from the hosts classified as bots can be advantageous in real-time data exchange systems. In a real-time data exchange system, data can be exchanged between a server and a target host in real-time when the target host accesses a webpage. Inhibiting data communication between servers and hosts operated by bot scripts can reduce fraudulent activity. In some implementations, hosts can be automatically classified into various groups based at least in part on the data included in requests received from the hosts.

Abstract: A method and system can include multiple data handling stages for manipulating tracked information associated with content distributed to users and/or computers, such as static objects, media objects, and/or software objects, for example. The content can be distributed as widget instances and the associated tracked information can be received over a network. The information received can be associated with a session corresponding to each widget instance and/or with multiple identifiers, such as widget, user, content, session, content aggregation point, processor, and/or placement identifiers, for example. Data handling processes, including sorting, storing, filtering, combining, queuing, and/or authenticating, for example, can be performed during the data handling stages. The processed information can be used to determine modifications to a behavior associated with widgets and/or widget containers.

Abstract: A method and system can include multiple data handling stages for manipulating tracked information associated with content distributed to users and/or computers, such as static objects, media objects, and/or software objects, for example. The content can be distributed as widget instances and the associated tracked information can be received over a network. The information received can be associated with a session corresponding to each widget instance and/or with multiple identifiers, such as widget, user, content, session, content aggregation point, processor, and/or placement identifiers, for example. Data handling processes, including sorting, storing, filtering, combining, queuing, and/or authenticating, for example, can be performed during the data handling stages. The processed information can be used to determine modifications to a behavior associated with widgets and/or widget containers.