Abstract: Concepts and technologies disclosed herein are directed to image classification attack mitigation. According to one aspect of the concepts and technologies disclosed herein, a system can obtain an original image and reduce a resolution of the original image to create a reduced resolution image. The system can classify the reduced resolution image and output a first classification. The system also can classify the original image via deep learning image classification and output a second classification. The system can compare the first classification and the second classification. In response to determining that the first classification and the second classification match, the system can output the second classification of the original image. In response to determining that the first classification and the second classification do not match, the system can output the first classification of the original image.

Abstract: A processing system may obtain at least a first data object of a data set and obtain a profile of the at least the first data object, where the profile defines at least one property of the first data object and at least one relationship between the at least the first data object and at least a second data object of the data set. The processing system may then select at least a first component of a visual object for the at least the first data object based upon the at least one property and the at least one relationship, label the at least the first component of the visual object in accordance with the at least the first data object, in response to the selecting, and present the visual object with the at least the first component labeled in accordance with the at least the first data object.

Abstract: Offloading of data associated with vehicles can be managed. An offloader management component (OMC) associated with a backend server can predict a second location of a vehicle at a second time based on analyzing condition data indicative of a condition associated with the vehicle at a first time, prior to the second time, and location data indicative of a first location of the vehicle at the first time. Based on the predicting, and prior to the second time, OMC can instruct network equipment to authenticate a device associated with the vehicle and schedule a group of resources for use by the device at the second time. Based on the group of resources, the network equipment is able to provide a data communication service to the device at the second location to enable receipt of data by the backend server from the device via the network equipment.

Abstract: Aspects of the subject disclosure may include, for example, a plurality of accounting nodes, each accounting node being associated with a service node of a communication network, each accounting node being configured to collect data usage information for a network segment of the communication network including an associated service node, and an accounting server in data communication with accounting nodes of the plurality of accounting nodes, the accounting server configured to receive from the accounting nodes the data usage information for each service node and determine billing for data usage of each network segment. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, assessing a priority of a particular user at a service area in a mobile communications network for a strong radio signal from a cell site of the mobile communications network, and providing the strong radio signal to a mobile device of the particular user according to the priority of the particular user, wherein the providing the strong radio signal comprises focusing an antenna beam of a beamforming antenna at the service area and assigning the antenna beam to the particular user for downlink communication between the cell site of the mobile communications network and the particular user. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, receiving, at a device, a message over a communication network from a remote source, determining if the message includes executable code and initiating a virtual machine in an isolated portion of the memory of the device responsive to the determining the message include executable code. Aspects of the subject disclosure further include executing, by the virtual machine, the executable code within the isolated portion of the memory, monitoring, by an artificial intelligence module, activities of the executable code during the executing the executable code and determining if the executable code comprises malicious code responsive to the monitoring activities of the executable code. Aspects of the disclosure further include deleting the executable code from the device in response to a determination that the executable code comprises malicious code. Other embodiments are disclosed.

Abstract: Image processing device security is provided herein. A method can include assembling, by a first system comprising a processor using a first virtual machine enabled via the first system, raw input data captured by an image capture device from an input image, resulting in assembled input data; generating, by the first system using a second virtual machine that is enabled via the first system and distinct from the first virtual machine, an output image from the assembled input data; reading, by the first system in response to the generating, the output image; and preventing, by the first system, a second system, distinct from the first system, from accessing the output image in response to the reading resulting in execution of unauthorized instructions at the first system.

Abstract: A processing system including at least one processor may load a proposed transaction to at least one uncrewed vehicle while the at least one uncrewed vehicle is situated in a first geographical region, instruct the at least one uncrewed vehicle to travel to at least one access point situated in a second geographical region to execute the proposed transaction via the at least one access point, wherein the first geographical region is different from the second geographical region, and receive a result of the proposed transaction having been completed from the at least one uncrewed vehicle via the at least one access point.

Abstract: A processing system including at least one processor may monitoring a performance of at least one sensor function of the first sensor device, detect an anomaly in the performance of the at least one sensor function, send a request to at least one neighboring sensor device to host the at least one sensor function of the first sensor device, receive an acceptance to the request from the at least one neighboring sensor device to host the at least one sensor function of the first sensor device and transfer a software code of the at least one sensor function to the at least one neighboring sensor device.

Abstract: Autonomous unmanned aerial vehicle management service may provide a platform to manage groups of unmanned aerial vehicles to work together on a task simultaneously in an autonomous manner.

Abstract: A system includes an orchestrator for a software-defined network and configured to receive a request for operation of the software-defined network, a software-defined network controller in communication with the orchestrator through a northbound application programming interface, at least one network element in communication with the software defined network controller though a southbound application programming interface, and a mutable network element configured to receive the request and instantiate a virtual function within the mutable network element to test the at least one network element in accordance with the request.

Abstract: Electronic subscriber identity modules (eSIM) can be more susceptible to hackers and more vulnerable than physical subscriber identity modules. The current disclosure discusses systems and methods to facilitate eSIM security by utilizing a management software application (MSA) hosted on a mobile device. This MSA can cross-reference eSIM registration data with mobile device signature data to determine if the correct user identity is associated with mobile device prior to an eSIM being issued to the mobile device. Additionally, various degrees of data flagging can be utilized to allow an end user to properly address an indication of mobile device vulnerability.

Abstract: Aspects of the subject disclosure may include, for example, initiating a presence within first metaverse environment, wherein the presence includes a correlation between a physical stimulation of a human interface and first virtual stimuli occurring within the first metaverse environment. A virtual interconnection is initiated between the first metaverse environment and a second metaverse environment including second virtual stimuli occurring within the second metaverse environment. A virtual interaction is determined between the first metaverse environment and the second metaverse environment according to the virtual interconnection and an adjusted virtual stimulus occurring within the first metaverse environment is determined responsive to the virtual interaction between the first metaverse environment and the second metaverse environment.

Abstract: Determining and using elevation of a user device can include generating router location data that comprises an identifier that identifies a router that is located at a geographic location and data that specifies an elevation at which the router is located at the geographic location and detecting an elevation data request. The elevation data request can identify the router and can be associated with a user device. The router location data can be queried to determine the elevation at which the router is located. Based on the elevation at which the router is located, elevation data can be generated. The elevation data can indicate the elevation at which the router is located and the elevation data can be sent to the user device.

Abstract: An example method includes calculating a plurality of scores for a test media clip using a plurality of authenticity algorithms, where the test media clip depicts a person, and wherein each authenticity algorithm of the plurality of authenticity algorithms generates a respective score of the plurality of scores which indicates a likelihood that the test media clip is authentic, testing each authenticity algorithm of the plurality of authenticity algorithms against a plurality of historical media clips, in order to determine, for the each authenticity algorithm, a reliability of the each algorithm in terms of being able to estimate authenticity, deriving a plurality of weights based on the testing, wherein each weight of the plurality of weights is associated with one algorithm of the plurality of authenticity algorithms, and computing a cumulative authenticity score for the test media clip, by aggregating the plurality of scores weighted by the plurality of weights.

Abstract: Aspects of the subject disclosure may include, for example, obtaining CBRS information from SAS equipment, where the CBRS information includes channel assignments associated with different coverage locations; and providing the channel assignments to one or more EMSs according to the CBRS information to enable CBRS devices to provide communication services including handoffs via the channel assignments to one or more end user devices in coverage areas of the one or more CBRS device. Other embodiments are disclosed.

Abstract: The technologies described herein are generally directed to using unmanned vehicles to improve signal propagation by placing temporary access point equipment in advanced networks, e.g., at least a fifth generation (5G) network. For example, a method described herein can include identifying, by network equipment comprising a processor, analysis of signal propagation in a geographic area. The method can further include, based on the analysis, identifying, by the network equipment, a location in the geographic area for placement of supplemental signaling equipment to supplement signaling equipment in the geographic area. Further, the method can include, facilitating, by the network equipment, placing, by an unmanned vehicle, the supplemental signaling equipment at the location.

Abstract: Facilitating on demand location based services in advanced networks is provided herein. Operations of a system include deploying a group of disposable satellite devices in a defined geographic area including forming a sky network that comprises the group of disposable satellite devices. The group of disposable satellite devices can be independent of network equipment currently dispersed within the defined geographic area. The operations can also include receiving, from a disposable satellite device of the group of disposable satellite devices, coordinate information associated with a monitored user equipment based on the monitored user equipment being within a communication range of the disposable satellite device. Further, the operations can include communicating the coordinate information to the monitored user equipment via a secure communication channel.

Abstract: Offloading of data associated with vehicles can be managed. An offloader management component (OMC) associated with a backend server can predict a second location of a vehicle at a second time based on analyzing condition data indicative of a condition associated with the vehicle at a first time, prior to the second time, and location data indicative of a first location of the vehicle at the first time. Based on the predicting, and prior to the second time, OMC can instruct network equipment to authenticate a device associated with the vehicle and schedule a group of resources for use by the device at the second time. Based on the group of resources, the network equipment is able to provide a data communication service to the device at the second location to enable receipt of data by the backend server from the device via the network equipment.

Abstract: Aspects of the subject disclosure may include, for example, a plurality of accounting nodes, each accounting node being associated with a service node of a communication network, each accounting node being configured to collect data usage information for a network segment of the communication network including an associated service node, and an accounting server in data communication with accounting nodes of the plurality of accounting nodes, the accounting server configured to receive from the accounting nodes the data usage information for each service node and determine billing for data usage of each network segment. Other embodiments are disclosed.