Abstract: Disclosed herein are embodiments of systems, methods, and products comprise an analytic server, which provides a terrain segmentation and classification tool for synthetic aperture radar (SAR) imagery. The server accurately segments and classifies terrain types in SAR imagery and automatically adapts to new radar sensors data. The server receives a first SAR imagery and trains an autoencoder based on the first SAR imagery to generate learned representations of the first SAR imagery. The server trains a classifier based on labeled data of the first SAR imagery data to recognize terrain types from the learned representations of the first SAR imagery. The server receives a terrain query for a second SAR imagery. The server translates the second imagery data into the first imagery data and classifies the second SAR imagery terrain types using the classifier trained for the first SAR imagery. By reusing the original classifier, the server improves system efficiency.

Abstract: Sign and display systems including a faceplate, lens, backing plate, and at least one magnet are described. In some embodiments, the faceplate includes a viewing aperture and the back of the faceplate includes a recess in which the at least one magnet is mounted. The recess in the faceplate is configured to receive the lens and backing plate. In some embodiments, the faceplate includes two recesses in the back surface, where the first level recess is configured to receive a backing plate and the second lower level recess is configured to receive the lens. The at least one magnet can be mounted in either a first recessed surface of the first level recess or the backing plate. When the lens and backing plate are positioned in the faceplate, the one or more magnets exert a force to secure the faceplate, lens, and backing plate together.

Abstract: A method of obfuscating a source of a multicast packet is provided. The method includes receiving a plurality of multicast packets at a first device from one or more second devices, the multicast packets received over one or more network links. A source internet protocol (IP) address of each multicast packet of the plurality of multicast packets is an IP address of the one or more second devices that sent the multicast packet. The source IP address of each of the plurality of multicast packets is changed to an IP address other than an IP address of the first device or an IP address of the one or more second devices. The plurality of multicast packets can then be sent.

Abstract: Embodiments for a method for issuing a software credential token with reliance on a hardware credential token are disclosed. A data server that allows access thereto via a set of hardware credential tokens is provided. The method includes receiving a request for a software credential token from a personal computing device. The request includes an indication of a hardware credential token upon which the request relies. An email address and a public key corresponding to the hardware credential token are obtained. The method also includes sending an email to the email address. The email includes a one-time password encrypted with the public key. Access to the email is restricted to an individual to which the hardware credential token was issued. The method also includes receiving an inputted password from the personal computing device. If the inputted password matches the one-time password, a software credential token is issued to a user.

Abstract: A method of cyber-attack protection is provided. The method includes receiving a unicast packet at a first router and determining whether a destination for the unicast packet is behind a cooperating router. If the destination for the unicast packet is behind a cooperating router, the unicast packet is tunneled from the first router to a tunnel multicast address to which the cooperating router subscribes.

Abstract: An apparatus and method for a wall panel system having a plurality of wall panels arranged within a framework. The wall panels may include a plurality of retention devices releasably engaging the framework to position the wall panels relative to the wall panel system. One or more of the retention devices may be actuated to engage and disengage from the framework. The wall panel system may include trim releasably engaging the framework.

Abstract: A computer-implemented adaptive group training method a computer accessing a virtual system and initiating a group training exercise for training a trainee group comprising one or more trainees, the group training exercise including one or more challenges to the virtual system, each of the one or more challenges including a pre-defined sequence of one or more injectable events; the computer controlling subsequent execution of the group training exercise comprising injecting the injectable events; and the computer evaluating performance of the trainee group during the subsequent execution of the group training exercise, including analyzing actions taken by the trainee group in response to each of the injections, and attributing one or more of the actions taken to a trainee.

Abstract: Embodiments for a module for scheduling sleep/wake intervals for a first one or more communication devices are disclosed. The module includes a computer readable medium having instructions thereon. The instructions, when executed by one or more processing devices, cause the one or more processing devices to obtain a coverage prediction for the first one or more communication devices. The coverage prediction indicates intervals during which a second one or more communication devices are predicted to be within range of the first one or more communication devices. The instructions also cause the one or more processing devices to generate sleep intervals and wake intervals for the first one or more communication devices based on the coverage predictions.

Abstract: Described herein are various computing technologies for various reverse engineering platforms capable of outputting (e.g., creating, generating) a human readable and high level source code (e.g., C formatted text, Fortran formatted text, LISP formatted text, BASIC formatted text) from various binary files (e.g., application binary file, executable binary file, data binary file) in its original language, as developed before compilation. For example, some of such reverse engineering platforms can be programmed to disassemble binary files from different process architectures, identify various code optimizations as compiler introduced, reverse or unwind various compiler optimizations (de-optimize), and generate a human readable and high-level source code from de-optimized data. These techniques can be technically beneficial for design recovery purposes (e.g., security auditing, digital rights management, driver engineering).

Abstract: A computer-implemented method for training a neural network system to classify data items as true mentions of relevant data objects includes, based on a domain of interest, a processor controlling an input component and a data store to receive and store a document related to the domain of interest, control a natural language processor to extract data items related to the domain of interest from the document, create a first training data set of selected ones of the data items, using the first training data set, train the neural network to identify true mentions of data objects relevant to the domain of interest, apply tweaks to one or more of the data items to create a list of tweaked data items, creating a second training data set including the tweaked data items, and using the first and second training data sets, further train the neural network to identify true mentions of relevant data objects.

Abstract: Disclosed herein are embodiments of systems, methods, and products comprise a computing device, which provides a secure data transport service (SecureX) for data packets traversing from an end user device (EUD) to a mission network over untrusted networks. The disclosed SecureX module may be software product running on the EUD and on a SecureX appliance fronting the mission network. The SecureX module on the EUD compresses the data packets by removing header fields that are constant over the same packet flow and double encrypts the data packets with different cryptographic keys. The SecureX on the EUD transmits the double compressed encrypted data packets over the untrusted network. The SecureX appliance receives the double compressed encrypted data packets, decrypts the data packets and decompresses the data packets to recreate the original data packets. The SecureX appliance transmits the original data packets to the mission network.

Abstract: The insulation system includes opening wall, substrate wall, thermal closure, insulation and exterior trim. A window structure can be coupled to cover opening, while other structures are contemplated. Depending on the configuration, tape strips and/or seals such as caulk seals may be employed as needed to seal the structure.

Abstract: A vented and water control paneling has improved drainage and integrated ventilation air space. The water control paneling may be fabricated with an omnidirectional relief pattern formed on its back surface. The relief pattern spaces the vented and water control paneling away from a structure to which it is secured, thereby providing an omnidirectional drainage plane between the back surface of the paneling and the structure. The omnidirectional drainage plane provides an unimpeded ventilation and drainage path of water and/or water vapor.

Abstract: An outdoor structure includes a plurality of vertically extending walls joined together to form a standing structure surrounding an interior volume. Each of the walls includes a structural polymer panel and a veneer directly adhered to the structural polymer panel. The standing structure can be frameless and supportless. The standing structure can bear at least 90% of a load of the standing structure.

Abstract: A method for filling a threshold gap in a floor of a fenestration can include translating a fenestration member along the threshold of the fenestration, actuating a threshold filling assembly in response to translation of the fenestration member, and moving a threshold filler with the filling assembly into the gap to fill the gap. A fenestration threshold filling assembly can include a filling component sized to fit a gap in a fenestration threshold, a support connected to the filling component, and an assembly configured to move the support between a retracted position and an extended position.

Abstract: According to one example embodiment, method and apparatus are provided to determine the impact of environmental conditions in an indoor space on human wellness, including automatically obtaining a plurality of scientific measurements of respective environmental conditions in an indoor space, and automatically referencing an electronic data repository containing human wellness information specifying a correlation between a magnitude of a scientific measurement of an environmental condition and human wellness, wherein the correlation specifies a range of magnitudes that are favorable to human wellness, and a range of magnitudes that are not favorable to human wellness. Human readable messages and/or symbols to be displayed in connection with a particular magnitude or range of magnitudes of a scientific measurement are also provided in the electronic data repository, wherein the messages and/or symbols concern an impact of an environmental condition on human wellness.

Abstract: Disclosed herein are embodiments of a network monitoring device for a supercomputer system having a plurality of supercomputer nodes. The network monitoring device may utilize plug-in software modules to provide network monitoring capabilities related to discovering the network topologies of the supercomputer system, determining network and computing resources that are available for new applications in the supercomputer system, collecting network and computing resources that are being used by running software applications in the supercomputer system, and monitoring running software applications on the supercomputer system.

Abstract: Disclosed herein are embodiments of a cloud data synchronization system enabling an user operating a mobile client device to download mission-specific data sets from a fixed cloud-based server system to a database of the mobile client device, and then use the downloaded data sets independently on the mobile client device when the mobile client device is disconnected from a network connecting to the fixed cloud-based server system. When connectivity to the fixed cloud-based server system is re-established by the mobile client device in an intermittent and bandwidth-limited communication network environment, the fixed cloud-based server system may provide bi-directional data synchronization between records of the fixed cloud-based server system and the mobile client device to update the data sets on the fixed cloud-based server system and the mobile client device while operating in the intermittent and bandwidth-limited communication network environment.

Abstract: The present invention is directed to a sealing composition comprising: (a) a polysiloxane; (b) a reactive polysiloxane comprising at least one reactive functional group; and (c) water; wherein the weight ratio of polysiloxane to reactive polysiloxane is from 2.7:1 to 4:1. Also disclosed are coated substrates and methods of coating a substrate.