Abstract: An apparatus comprises a memory communicatively coupled to a processor. The processor may be configured to detect an attempt to exchange an electronic data stream between a transmitting device and a receiving device, train an artificial neural network based on historical data associated with one or more words formed by the text characters in the electronic data stream and multiple data exchange operations expected to be performed by the receiving device, determine, using the trained artificial neural network, that the text characters is logically positioned in the at least one image, determine, using the trained artificial neural network, that the text characters is contextually related to the data exchange operations expected to be performed by the receiving device, tag the at least one image as comprising an anomaly, and block additional electronic data streams between the transmitting device and the receiving device.

Abstract: An apparatus comprises a memory communicatively coupled to a processor. The processor may be configured to detect an attempt to exchange an electronic data stream between a transmitting device and a receiving device, train an artificial neural network based on historical data associated with one or more words formed by the text characters in the electronic data stream and multiple data exchange operations expected to be performed by the receiving device, determine, using the trained artificial neural network, that the text characters is logically positioned in the at least one image, determine, using the trained artificial neural network, that the text characters is contextually related to the data exchange operations expected to be performed by the receiving device, tag the at least one image as comprising an anomaly, and block additional electronic data streams between the transmitting device and the receiving device.

Abstract: An apparatus comprises a memory communicatively coupled to a processor. The processor is configured to train an artificial neural network based on historical data associated with one or more words formed by text characters in an electronic data stream, one or more shapes comprised in a point of interest in the electronic data stream, and data exchange operations expected to be performed by a receiving device of the electronic data stream, calculate, using the trained artificial neural network, an intent associated with a stream data exchange operation, calculate, using the trained artificial neural network, that the text characters and the one or more shapes in the point of interest are not logically arranged in the at least one image to match the intent, and block additional electronic data streams between the transmitting device and the receiving device.

Abstract: An apparatus comprises a memory communicatively coupled to a processor. The processor is configured to detect an attempt to exchange an electronic data stream between a transmitting device and a receiving device, train an artificial neural network based on historical data associated with one or more isolated shapes comprised in the electronic data stream and multiple data exchange operations expected to be performed by the receiving device, determine, using the trained artificial neural network, that the isolated shapes are logically positioned in the at least one image, determine, using the trained artificial neural network, that the isolated shapes are not contextually related to the data exchange operations expected to be performed by the receiving device, drop the electronic data stream from the transmitting device to the receiving device, and block additional electronic data streams between the transmitting device and the receiving device.