Abstract: Systems and methods for video analytic processing with neuro-symbolic artificial intelligence are provided. These systems and methods include detecting and extracting one or more objects from one or more video frames, and identifying the attributes associated with each of the one or more objects. These further include extracting context from a question, and compiling a series of inquiries to identify the information needed to answer the question and identify missing information. These further include storing intermediate information about the extracted objects and identified attributes, and determining whether the question requires further modeling of data to obtain missing information. These further include mining the one or more video frames for missing information, and compiling the intermediate information from the data storage and missing information based on the context of the question to produce a final answer.

Abstract: The present disclosure relates to systems, devices and methods for device security and trust score determinations. In one embodiment, a method includes requesting, by a first device, trust score data for a second device, wherein the first device requests trust score data from a trust score management server, and receiving, by the first device, trust score data from the trust score management server. The method also includes generating a first trust score for the second device and transmitting the first trust score for the second device with a trust score management server. The method also includes configuring, by the first device, at least one control parameter for operation of the first device with the second device based on the first trust score, wherein configuring adjusts a previous control parameter to restrict operation of the first device relative to the second device. Device and systems are provided to enhance network security.

Abstract: Systems and methods for video analytic processing with neuro-symbolic artificial intelligence are provided. These systems and methods include detecting and extracting one or more objects from one or more video frames, and identifying the attributes associated with each of the one or more objects. These further include extracting context from a question, and compiling a series of inquiries to identify the information needed to answer the question and identify missing information. These further include storing intermediate information about the extracted objects and identified attributes, and determining whether the question requires further modeling of data to obtain missing information. These further include mining the one or more video frames for missing information, and compiling the intermediate information from the data storage and missing information based on the context of the question to produce a final answer.

Abstract: The present disclosure relates to systems, devices and methods for device security and trust score determinations. In one embodiment, a method includes requesting, by a first device, trust score data for a second device, wherein the first device requests trust score data from a trust score management server, and receiving, by the first device, trust score data from the trust score management server. The method also includes generating a first trust score for the second device and transmitting the first trust score for the second device with a trust score management server. The method also includes configuring, by the first device, at least one control parameter for operation of the first device with the second device based on the first trust score, wherein configuring adjusts a previous control parameter to restrict operation of the first device relative to the second device. Device and systems are provided to enhance network security.