Abstract: The present disclosure describes a machine learning model trained to identify social engineering attacks. A prompt may be provided to a generative artificial intelligence to create communications resembling social engineering attacks. The communications may be inputted into a machine learning model to train the machine learning model to identify social engineering attacks. The machine learning model may also be trained on actual social engineering attacks. Once trained, the machine learning model may be deployed to monitor a plurality of communication channels to detect social engineering attacks. Upon detecting a social engineering attack, a system may implement one or more remedial actions to mitigate the detected social engineering attack.

Abstract: There is provided a the system configured to receive a pretrained model configured to output a plurality of representations based at least in part on an input comprising a graph representing an environment through which a vehicle is traversing, a node of the graph comprising, as an embedding, a vector encoding; receive a task comprising: a function to append to the pretrained model, a dataset, a loss function; and update, based at least in part on the task, the pretrained model to generate an updated machine learned model; and deploy the updated machine learned model to a vehicle computing system associated with a vehicle configured to be controlled based at least in part on an output of the updated machine learned model.

Abstract: A semiconductor device including: a semiconductor component including a semiconductor chip; a heat dissipation member; and a thermally conductive sheet interposed between the semiconductor component and the heat dissipation member. The thermally conductive sheet includes a resin sheet having a through-hole, and a thermally conductive portion filled in the through-hole. The thermally conductive sheet and the heat dissipation member may be provided on a side opposite to a circuit surface of the semiconductor chip. The heat dissipation member may be a heat spreader or a heat sink.

Abstract: The invention provides for hybrid nuclease-albumin molecules with increased pharmacokinetic properties. The hybrid nuclease-albumin molecules of the invention have one or more nuclease domains (e.g., an RNase and/or DNase domain) operably coupled to an albumin, or a variant or fragment thereof. The invention also provides methods of treating or preventing a condition associated with an abnormal immune response.

Abstract: A secondary battery includes a first cathode group in which first cathodes are stacked adjacent to each other, a second cathode group in which second cathodes are stacked adjacent to each other, and anodes facing the first cathode or the second cathode. Each of the first cathodes includes a first cathode current collector and a first cathode active material layer on the first cathode current collector. Each of the second cathodes includes a second cathode current collector and a second cathode active material layer on the second cathode current collector. The second cathode active material layer has a different active material composition or a different stacked structure from that of the first cathode active material layer.

Abstract: A laundry apparatus that includes a housing and one or more panels within the housing, each with at least one surface provided with one or more nozzles facing an article to be treated by fluid discharged by the nozzles, wherein the panels are configured to be movable by a moving mechanism to adjust their distance from the article.

Abstract: Disclosed is an apparatus for producing a battery component associated with a battery passport: a collector configured to collect battery data associated with the component of the battery, wherein the component of the battery comprises a physical identifier; an assignor configured to assign the physical identifier to a decentral identifier for generating the battery passport associated with the produced component of the battery, a battery passport generator configured to generate the battery passport by receiving a request to provide a decentral identifier associated with battery data of at least the component of the battery and in response to the request, generating the battery passport including the decentral identifier and data related to battery data of at least the component of the battery.

Abstract: A device for transporting and/or storing an article of construction equipment having a tool extending therefrom. The devise comprising a main body frame, a removable brace, and a base. The main body frame having a first side, a second side, and a tool locator disposed between the first and the second sides of the main body frame. The tool locator defining an opening configured to receive the tool. The main body frame is configured to receive at least a portion of the article. The removable brace is secured to the main body frame. The base extends from the main body frame such that the base is perpendicular to a longitudinal axis of the main body frame.

Abstract: The present application discloses a conversion apparatus from a chip package to a waveguide, a radio frequency apparatus and a radar apparatus. The conversion apparatus includes: a first metal layer as a metal ground layer, a second metal layer, a third metal layer, a shielding metallization via, a conversion via, and a dielectric substrate disposed between different metal layers to function as a support; the second metal layer is configured to lay an RF trace; the third metal layer is configured to dispose a patch element; a capacitance formed between the RF trace and patch element introduces capacitance characteristic; multiple shielding metallization vias are ground vias around the patch element and RF trace for guiding RF signal propagation; at least one conversion metallization via is disposed on one end of the RF trace close to the patch element, for connecting the RF trace and patch element and introducing inductance characteristic.

Abstract: Disclosed are an apparatus and method for detecting abnormal wheel alignment. The apparatus for detecting abnormal wheel alignment includes a sensor module and a processor operatively connected to the sensor module. The processor may calculate a steering angle error indicative of a difference between a target steering angle of a vehicle and a steering angle of the vehicle that has been detected based on lane information obtained by the sensor module, may calculate a rack force error indicative of a difference between a first rack force estimated based on information that has been fed back by a motor driven power steering system (MDPS) module of the vehicle and a second rack force estimated based on information including a yaw rate and lateral acceleration obtained by the sensor module, and may determine whether wheel alignment is abnormal based on at least one of the steering angle error and the rack force error.

Abstract: A method of controlling a switched-mode power supply (SMPS) based on a pulse-width modulation (PWM) control signal is provided to convert an input voltage to an output voltage. The method includes generating an error signal based on a difference between the output voltage and a target output voltage; filtering the error signal to generate a filtered error signal; generating a feed-forward signal based on at least one feed-forward parameter related to at least one of the output voltage, the input voltage, an output power of the SMPS, or an output current corresponding to the output voltage; adding the feed-forward signal and the filtered error signal to generate an integrator input signal; and applying a nonlinear integration function to the integrator input signal to generate the PWM control signal.

Abstract: Examples of the disclosure relate to selecting candidate devices for connecting with one or more portable devices. In examples of the disclosure two or more candidate devices that satisfy location criteria are identified. Microphones of a portable device are used to determine a location of a sound source relative to the at least one portable device and the location of the sound source is compared with respective locations for the two or more candidate devices. A candidate device for connecting to the at least one portable device is selected based, at least in part, on the comparison between the location of the sound source and a location for the selected candidate device.

Abstract: A coflow is mapped to a plurality of geo-distributed computer sites that can communicate via wide area network (WAN), where the mapping is subject to one or more location-dependent constraints. Multiple candidate data paths are identified for each of a plurality of source-destination pairs of the plurality of geo-distributed computer sites. A mathematical optimization is performed to find a set of paths from the candidate data paths based on total flow completion time and at least one additional objective of the coflow.

Abstract: Embodiments of the disclosure disclose a method for orderly execution of cross-chain transactions and a cross-chain system. The method for orderly execution of cross-chain transactions includes: obtaining, by a main chain, a plurality of cross-chain transactions of a source chain; generating, by the main chain, a cross-chain transaction package for at least one of the plurality of subchains according to the plurality of cross-chain transactions, and distributing the cross-chain transaction package to the at least one subchain; and executing orderly, by the at least one subchain, the transactions in the cross-chain transaction package according to orders of the transactions in the cross-chain transaction package after obtaining the cross-chain transaction package. The embodiments of the disclosure may facilitate the orderly execution of cross-chain transactions.

Abstract: A method of obtaining an image includes: determining a parameter for splitting a frame into a plurality of subframes; obtaining an image signal during at least one subframe period corresponding to the determined parameter, by using a counted number of a counter provided in a pixel of a photon counting image sensor; and estimating image information of the frame based on the obtained image signal. The parameter includes a frame period, a subframe period, and a threshold value of the counter.

Abstract: A parallel hybrid model analysis system is provided. The system includes a memory device, and at least one processor coupled thereto. The processor programmed to: store a plurality of models including a first model of a first model type and a second model of a second model type wherein the first model type and the second model type are different; receive at least one data record to be analyzed; execute the first model with the at least one data record as input to receive one or more weight values as output; execute the second model with the at least one data record as input to receive a partial score as output; combine the one or more weight values with the partial score to generate a final score; and analyze the final score to determine if one or more alerts should be electronically transmitted to a user device.

Abstract: An endoscope device for connection with a catheter having a connecting portion and a tubular body portion includes a handgrip mechanism and a replaceable insertion tube mechanism. The handgrip mechanism includes a handgrip unit, a connecting tube having a first mating end portion, a locking ring, and a signal connector signally connected to the handgrip unit. The replaceable insertion tube mechanism includes an insertion tube having opposite second mating end portion and insertion end portion, and an image capturing unit having an image capture device mounted on the insertion end portion and a signal terminal signally connected to the image capture device. The second mating end portion is detachably and coaxially connected to the first mating end portion. The locking ring is detachably and threadedly connected to the second mating end portion so as to secure the first and second mating end portions in an end-to-end manner.

Abstract: Provided are techniques for optimizing and generating a personalized content item for display during web page load time. The web page load time is predicted, and a list of personalized content items with corresponding ranks is received. In response to determining that a top ranked personalized content item of the list of personalized content items does not run within the web page load time, the web page load time is split into a split generation time and a split run time. In response to determining that the split generation time is less than a threshold, a new personalized content item is generated that runs within the split run time and displayed. In response to determining that the split generation time is equal to or greater than the threshold, an existing personalized content item is summarized to run within the split run time and displayed.

Abstract: Embodiments can include a nerve mapping and monitoring system that can include a multi-polar stimulation unit, an electrical connector, an instrument having a grid array, where the grid array can comprise a plurality of electrodes, where each of the plurality of electrodes can be configured to be stimulated by the multi-polar stimulation unit, a recording element, where the recording element can be configured to detect a muscle response elicited by the grid array, and a computer, where the computer can be configured to monitor the muscle response elicited by the grid array such that neural structures can be identified and avoided.

Abstract: A fingerprint segmentation method and device is provided. The fingerprint segmentation method may include dividing a fingerprint image into a plurality of sub-images, pooling each sub-image to acquire a feature map of the fingerprint image, and segmenting the feature map based on a region growing algorithm to acquire a fingerprint region in the fingerprint image.