Abstract: Systems, methods, apparatuses, and computer program products for displaying content on a user device that is rendered at a remote device. One method may include detecting, by a computing device, a selection of a first object by a user, transmitting, by the computing device, a request to a rendering device to render the first object and begin a viewing session; and receiving, by the computing device, a rendering of the first object from the rendering device.

Abstract: Systems, methods, apparatuses, and computer program products for providing a virtual cloud workload protection platform. One method may include determining, by a device, whether a data stream is approved or unapproved; and transmitting, by the device, a fetch request to a renderer requesting a network resource requested by a protected client. Another method may include receiving, by a rendering device, a fetch request from a device requesting at least one network resource requested by a protected client; requesting, by the rendering device, the requested at least one requested resource; and rendering, by the rendering device, the at least one requested resource.

Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system obtains a sample of a content stream directed to a user device, identifies a type of the content stream, and selects a model for recognizing objects appearing in the content stream. The system analyzes the content stream in accordance with the model to recognize the object, generates a label for the object, and associates the label with the object in the content stream. The system also delivers the content stream for presentation at the user device; the label is delivered in-line with respect to the content stream and is generated in real time with respect to the presentation. The method further includes training the model in accordance with a machine learning procedure; the model is refined based on the analyzing of the content stream. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system obtains a sample of a content stream directed to a user device, identifies a type of the content stream, and selects a model for recognizing objects appearing in the content stream. The system analyzes the content stream in accordance with the model to recognize the object, generates a label for the object, and associates the label with the object in the content stream. The system also delivers the content stream for presentation at the user device; the label is delivered in-line with respect to the content stream and is generated in real time with respect to the presentation. The method further includes training the model in accordance with a machine learning procedure; the model is refined based on the analyzing of the content stream. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, a method in which a processing system obtains a sample of a content stream directed to a user device, identifies a type of the content stream, and selects a model for recognizing objects appearing in the content stream. The system analyzes the content stream in accordance with the model to recognize the object, generates a label for the object, and associates the label with the object in the content stream. The system also delivers the content stream for presentation at the user device; the label is delivered in-line with respect to the content stream and is generated in real time with respect to the presentation. The method further includes training the model in accordance with a machine learning procedure; the model is refined based on the analyzing of the content stream. Other embodiments are disclosed.