Abstract: A technique for rendering an under-vehicle view including obtaining a first location of a vehicle, the vehicle having a set of cameras disposed about the vehicle, capturing a set of images; storing images of the set of images in a memory, wherein the images are associated with a time the images were captured, moving the vehicle to a second location, obtaining the second location of the vehicle, determining an amount of time for moving the vehicle from the first location to the second location, generating a set of motion data, the motion data indicating a relationship between the second location of the vehicle and the first location of the vehicle, obtaining one or more stored images from the memory based on the determined amount of time, rendering a view under the vehicle based on the one or more stored images and set of motion data, and outputting the rendered view.

Abstract: A computer implemented method manages zero-day vulnerabilities in an application package having a set of components. The computer ingests data about potential vulnerabilities from a plurality of data sources. Using a set of machine learning models, the computer predicts a vulnerability based on of the data that was ingested. The computer performs a code analysis of the set of components to identify a possibility of the vulnerability impacting the application package. The computer generates a recommendation to resolve the vulnerability based on the code analysis and the data that was ingested. The computer manages the recommendation in a private blockchain.

Abstract: Examples provide for computer executable instructions executable by a processor to configure the processor to determine an occupancy status of cells of a region of interest by, for a first cell of the region of interest, determining whether the first cell is free by setting a free space flag for the first cell to an asserted value and setting a free space tested flag for the first cell to an asserted value responsive to determining that the first cell and each of the surrounding cells in the programmed radius of the first cell are unoccupied, and setting a free space flag for a second cell to a de-asserted value and setting a free space tested flag for the second cell to an asserted value responsive to determining that the second cell is occupied, the second cell being among the surrounding cells in the programmed radius of the first cell.

Abstract: An example method of implementing a quantized neural network (QNN) for a programmable device includes: identifying multiply-accumulate operations of neurons in the QNN; converting the multiply-accumulate operations to memory lookup operations; and implementing the memory lookup operations using a pre-compute circuit for the programmable device, the pre-compute circuit storing a pre-computed output of a neuron in the QNN for each of the memory lookup operations.

Abstract: A system configured for implementing continuous authentication for a software application is disclosed. The system receives a request from a user to login to an account of the user on the software application. The software application uses open authentication to allow the user to login to the account of the user. Once the user is logged in, the system activates continuous authentication based on monitored user behavior information associated with the user received from one or more organizations. The system monitors accessing the account of the user by monitoring behaviors of a person accessing the account of the user. The system determines whether the behaviors of that person correspond to the monitored user behavior information of the user. If the behaviors of that person correspond to the monitored user behavior information of the user, the system grants the first person to the account of the first user.

Abstract: Embodiments of the present disclosure provide systems and methods for performing stroke detection with machine learning (ML) systems. The method performed by a computer system includes accessing a video of a user. The method includes performing a first test on the accessed video for detecting a facial drooping factor and speech slur factor of the user in real-time. The facial drooping factor is detected with facilitation of one or more techniques. The speech slur factor is detected with execution of machine learning algorithms. The method includes performing a second test on the user for detecting a numbness factor in hands of the user. The method includes processing the facial drooping factor, the speech slur factor, and the numbness factor for detecting symptoms of stroke in the user in real-time. The method includes sending notification to at least one emergency contact of the user in real-time for providing medical assistance.

Abstract: The present disclosure is directed to systems and methods of maintaining databases of biomedical images. A server may aggregate digital pathology records from data sources onto a database. Each record may be generated by a data source using a format, and may identify a biomedical image of a sample and data identifying a subject from which the sample is obtained. The server may receive, from a client device, a query identifying a criterion. The server may access the database to identify a subset of records using the criterion. For each record of the subset, the server may identify a data source that generated the record. The server may select a de-identification policy to apply based on the data source. The server may modify the data in the record according to the de-identification policy and the format. The server may provide, to the client device, the de-identified record.

Abstract: A method for automated image reviewing involves obtaining an image to be reviewed, identifying a multitude of stakeholders associated with the image, and iteratively performing a review of the image by the multitude of stakeholders to obtain an approval of the image. The iteratively performing the review includes sequentially obtaining a vote on the image from each stakeholder of the multitude of stakeholders and discontinuing the sequential obtaining of the vote if one of the multitude of stakeholders votes o reject the image. The method further involves releasing the image for deployment if the vote of each stakeholder in the plurality of stakeholders approves the image.

Abstract: One embodiment can provide a system for detecting occlusion at an orifice of a three-dimensional (3D) printer nozzle while the printer nozzle is jetting liquid droplets. During operation, the system uses one or more cameras to capture an image of the orifice of the printer nozzle while the 3D printer nozzle is jetting liquid droplets. The system performs an image-analysis operation on the captured image to identify occluded regions within the orifice of the 3D printer nozzle, compute an occlusion fraction based on the determined occluded regions, and generate an output based on the computed occlusion fraction, thereby facilitating effective maintenance of the 3D printer.

Abstract: An approach is provided to manage in-flight drones. The approach identifies a drone at a drone charging station with the identified drone being unauthorized to be at the drone charging station. Responsively, the approach then secures the identified drone and removes the identified drone from the drone charging station.

Abstract: Various methods, apparatuses/systems, and media for implementing a smart database driver are disclosed. A receiver receives a request for establishing a connection between an application and a target database. A processor, operatively coupled to the receiver via a communication network, authenticates the application by implementing a java authentication authorization service (jaas). Authentication of the application is performed at runtime with connection properties and configuration details provided via system properties or environment variables. The processor also generates a database connection uniform resource locator (URL), validates the URL; and establishes a connection between the application and the target database based on the validation of the URL and successful authentication of the application.

Abstract: A device receives vehicle data associated with vehicles located at a vehicle dealership lot, and receives, from a user device, profile data identifying a user of the user device and data identifying a particular vehicle of the vehicles. The device compares the data identifying the particular vehicle and the vehicle data to determine particular vehicle data associated with the particular vehicle, and processes the particular vehicle data and the profile data of the user, with a first model, to determine purchase options for the particular vehicle and the user. The device provides, to the user device, the particular vehicle data and the purchase options for the particular vehicle to cause the user device to display the particular vehicle data and the purchase options for the particular vehicle.

Abstract: Described herein is a method and system for communication in an edge network that interconnects with eNodeB (4G) (108) or gNB (5G) (116). A light mobile core with an IP interface interconnects the edge network with eNodeB (4G) (108) or gNB (5G) (116). Mobile traffic is offloaded at the edge either fully or partially, rather than have the full data ripple through the entire 4G or 5G network to one of the following: Internet, MEC (Multi-Access Edge Compute) platform or a specialized edge cache or edge compute node. The system maintains conformance with 3GPP standards and does not disrupt the S1 interface between eNodeB (108) and EPC (Evolved Packet Core) in 4G networks, and does not disrupt the N3 interface between gNB and core in 5G networks. The system described herein provides the full functionality of 4G or 5G mobile core, and comprises control plane and data plane components.

Abstract: Embodiments of the present invention provide a system for authenticating process operations on a network using context locked progressive session tokens. The system is configured for receiving a first request associated with a first process operation from a user device, authorizing the first request, generating a first session token associated with the first process operation, transmitting the first session token to the user device, wherein the first session token is used to validate a second process operation associated with the application, receiving a second request associated with the second process operation from the user device, authorizing the second request, generating a second session token associated with the second process operation using at least the first session token, and transmitting the second session token to the user device, wherein the second session token is used to validate subsequent process operation associated with the application.

Abstract: Embodiments relate to an integrated circuit of an electronic device that coordinates activities with another integrated circuit of the electronic device. The integrated circuit includes an interface circuit and a processor circuit. The interface circuit communicates over a multi-drop bus connected to multiple electronic components. The processor circuit receives an authorization request from the integrated circuit via the interface circuit and the multi-drop bus. The received authorization request relates to authorization to perform an activity on the other integrated circuit. In response to receiving the authorization request, the processor circuit determines whether the other integrated circuit is authorized to execute the activity.

Abstract: In various example embodiments, a system and method for consistent schemaless and scalable database storage are described herein. A data object is generated. The data object corresponds to a column of a table from a database. The data object includes information regarding an order that is placed over a network publication system. The data object is stored in the column of the table in the database. A request to access the data object is received from a device of a first user. The data object is transmitted to the device of the first user. The data is kept coherent during concurrent updates by using optimistic locks. The data is kept backward and forward compatible utilizing intermediate data structures common to both versions of the software. The data is kept searchable by using lookup indexes. The storage system is kept scalable by sharing data across many databases.

Abstract: Systems and methods for inferring a status of a cell population are provided. Described techniques allow deconvolving a first clonal population comprising a first plurality of cells of a species, wherein nucleic acid sequence reads from each cell in the first plurality of cells are obtained. The nucleic acid sequence reads are mapped into bins representing portions of a reference genome, and a pattern of sequence read counts for each cell across the multiple bins is used to assign a cell to a group, thereby inferring a mitotic status of the cell. The assignment of nucleic acid sequence reads into bins is also be used for segregating cells into classes based on a status of a certain biological marker in each cell. Comparison of sequence read counts for a subset of bins across the cell classes allows evaluating effect of a compound on a cell status.

Abstract: Secure access to data within a communications platform is provided on a need-to-know basis. Inputs provided at the communication platform are intercepted and cognitively analyzed to determine context of the interaction and related data requirements. In response, data access rules are generated and/or retrieved and applied at an access gateway. As data requests as received from the called party from within the communications platform, the data access rules are applied to the request to determine if a match exists and, if so, data access rules-based access is provided to the data. In response to determining the context of the interaction, a context access token is generated and communicated to a virtual database assembler, which assembles a virtual database that only contains data responsive to the context of the interaction.

Abstract: Various methods, apparatuses/systems, and media for automatically establishing a communication between two or more applications that do not share a compatible authentication model are disclosed. A receiver receives a request from a first application to communicate with a second application, wherein the first application supports a first authentication model and the second application supports a second authentication model which is incompatible with the first authentication model. A processor utilizes a configurable gateway layer, in response to receiving the request, to mediate a communication between the first application and the second application; and routes the request from the first application to the configurable gateway layer. The configurable gateway layer translates the first authentication model to the second authentication model.

Abstract: Disclosed approaches for accumulating pre-carry data include initializing hold sum to a sum of a LSB of the first pre-carry word of an input stream and an MSB of a second pre-carry word by a pre-carry processing circuit. For successive pre-carry words, the LSB of pre-carry word i and the MSB of pre-carry word i+1 are summed into a next sum. An FFcount is incremented by an adder circuit if the LSB of the next sum is equal to 0xFF. If the LSB of the next sum is not equal to 0xFF, the pre-carry processing circuit outputs either: the hold sum followed by FFcount consecutive 0xFF values, if the MSB of the next sum is equal to 0x00, or the hold sum plus one, followed by FFcount consecutive 0x00 values, if the MSB of the next sum is not equal to 0x00. If the LSB of the next sum is not equal to 0xFF, the hold sum is updated with the LSB of the next sum, and the FFcount is reset to 0. Processing repeats for successive pre-carry words in the stream.