Abstract: Unauthorized use of user credentials in a network is detected. Data indicative of text strings being used to access resources in the network is accessed. Regex models are determined for the text strings. Troupings of the regex models are determined based on an optimization of a cumulative weighted function. A regex model having a cumulative weighted function that exceeds a predetermined threshold is identified. An alert is generated when the cumulative weighted function for the identified regex model exceeds the predetermined threshold.

Abstract: Examples described herein relate to an offload processor to receive data for transmission using a network interface or received in a packet by a network interface. In some examples, the offload processor can include a packet storage controller to determine whether to store data in a buffer of the offload processing device or a system memory after processing by the offload processing device. In some examples, determine whether to store data in a buffer of the offload processor or a system memory is based on one or more of: available buffer space, latency limit associated with the data, priority associated with the data, or available bandwidth through an interface between the buffer and the system memory. In some examples, the offload processor is to receive a descriptor and specify a storage location of data in the descriptor, wherein the storage location is within the buffer or the system memory.

Abstract: A method performed by a programmed processor of an audio system, the method includes receiving a sound track that has a track length, producing a binaural audio version of a sound track, the binaural audio version having an extended track length performing a fading operation upon the binaural audio version to gradually reduce a signal level of the binaural audio version to below a signal threshold level at a time along the extended track length that corresponds to an end time of the track length of the sound track; and storing the binaural audio version having the track length of the sound track in memory for later transmission to an audio playback device for driving one or more speakers.

Abstract: A medical system may include an elongated flexible body including a channel extending through the elongated flexible body. The elongated flexible body includes an articulable portion extending along at least a portion of a length of the elongated flexible body. The medical system may include an instrument configured to be received in the channel of the elongated flexible body, a magnetic field generator configured to generate a magnetic field within the channel, and a magnetic field sensor configured to detect the magnetic field generated by the magnetic field generator.

Abstract: Digital anti-jam apparatus includes a CPU; N spectrum analysis and band rejection (SABR) modules, each receiving a digital quadrature signal input, outputting a spectral data output, and outputting a quadrature output with interference band rejected; the CPU first places the SABR modules into a spectral analysis (SA) mode, and upon detection of interference, places the SABR modules into a band rejection (BR) mode while the interference continues; N N-to-1 multiplexers, whose quadrature outputs are connected to corresponding SABR modules, wherein the CPU controls whether to connect an input of each multiplexer either to the quadrature signal input or to the quadrature band-reject output of any other SABR module; a (N+1)-to-1 multiplexer, connected to the quadrature signal input or to the quadrature output of any SABR module; and a frequency conversion module, that receives output of the (N+1)-to-1 multiplexer and shifts a spectrum of the digital quadrature signal input.

Abstract: It is described a computer implemented method for generating a personalized sound signal transfer function, the method comprising: determining first data, wherein the first data represents a first sound signal transfer function, wherein the first sound signal transfer function is associated with a user's ear and with a first sound signal direction relative to the user's ear; determining, based on the first data, second data, wherein the second data represents a second sound signal transfer function, wherein the second sound signal transfer function is associated with the user's ear and with a second sound signal direction relative to the user's ear.

Abstract: Disclosed herein are systems and methods for detecting anomalies in a cyber-physical system. In one aspect, an exemplary method comprises, for a list of parameters of the CPS, collecting data containing values of the parameters of the CPS, generating at least two subsets of parameters of the CPS from the collected data, selecting at least two anomaly detectors from a list of anomaly detectors and selecting at least one corresponding subset of the parameters of the CPS for each selected anomaly detector, pre-processing each subset of the parameters of the CPS and transmitting an output of the pre-processing to the corresponding anomaly detector, for each pre-processed subset, detecting anomalies in the data using the corresponding respective anomaly detector, and detecting a combined anomaly in the CPS by combining and processing results obtained from the selected at least two anomaly detectors.

Abstract: A system and method are suitable for product placement. The system having a user device including a touch-sensitive screen, a camera for capturing video, and a wireless telecommunication module. The mobile device configured present to the user, via the touch-sensitive screen, a live video feed of the view of the camera, receive from the user, input selections to initiate a video search based on the view of the camera, send a video search query to a server that is based on images captured by the camera, receive a response to the video search query from the server and display items appropriate to the view of the camera.

Abstract: A computing device includes an appliance status table to store at least one of reliability and performance data for one or more network functions virtualization (NFV) appliances and one or more legacy network appliances. The computing device includes a load controller to configure an Internet Protocol (IP) filter rule to select a packet for which processing of the packet is to be migrated from a selected one of the one or more legacy network appliances to a selected one of the one or more NFV appliances, and to update the appliance status table with received at least one of reliability and performance data for the one or more legacy network appliances and the one or more NFV appliances. The computing device includes a packet distributor to receive the packet, to select one of the one or more NFV appliances based at least in part on the appliance status table, and to send the packet to the selected NFV appliance. Other embodiments are described herein.

Abstract: There is described a computer implemented method for generating a personalized sound signal transfer function, the method comprising: receiving, by a sound receiving means, a sound signal at or in a user's ear; determining, based on the received sound signal, first data, wherein the first data represents a first sound signal transfer function associated with the user's ear; determining, based on the first data, second data, wherein the second data represents a second sound signal transfer function associated with the user's ear.

Abstract: Computer-implemented method for determining a personalized head-related transfer function, the method comprising: receiving a training dataset comprising one or more training images of ears of one or more first users, a training input vector indicative of one or more first directions relative to the first user's head, and one or more values of the personalized head-related directional function related to the first users and the first directions; training an artificial neural network on the training dataset; receiving an inference dataset comprising an inference image of a second user's ear or a pair of inference images of the second user's ears, and an inference input vector indicative of a second direction relative to the second user's head; and processing the inference dataset by the artificial neural network to predict one or more personalized values of the directional function, the values related to the second user and the second direction.

Abstract: Methods of representing user edits or modifications of a treatment plan for a dental apparatus (e.g., one or a series of aligners) by managing an original clinical data set and a set of modifications of the clinical data set. Also described herein are methods of displaying, condensing, storing and reconstructing collision regions between two or more teeth.

Abstract: Disclosed herein are systems and method for spam identification. A spam filter module may receive an email at a client device and may determine a signature of the email. The spam filter module may compare the determined signature with a plurality of spam signatures stored in a database. In response to determining that no match exists between the determined signature and the plurality of spam signatures, the spam filter module may placing the email in quarantine. A spam classifier module may extract header information of the email and determine a degree of similarity between known spam emails and the email. In response to determining that the degree of similarity exceeds a threshold, the spam filter module may transfer the email from the quarantine to a spam repository.

Abstract: Disclosed herein are methods for identifying the structure of patterns and anomalies in flow of events from the cyber-physical system or information system. In one aspect, an exemplary method comprises, using at least one connector, getting event data, generating at least one episode consisting of a sequence of events, and transferring the generated episodes to an event processor; and using the event processor, process episodes using a neurosemantic network, wherein the processing includes recognizing events and patterns previously learned by the neurosemantic network, training the neurosemantic network, identifying a structure of patterns by mapping to the patterns of neurons on a hierarchy of layers of the neurosemantic network, attributing events and patterns corresponding to neurons of the neurosemantic network to an anomaly depending on a number of activations of the corresponding neuron, and storing the state of the neurosemantic network.

Abstract: Exemplary embodiments of the present disclosure can include, for example, an atomic force microscopy (AFM) system, including a cantilever(s), an optical pickup unit(s) (OPU(s)) including a laser positioned over the cantilever(s), and a power source providing noise with a noise level that is below 300 Picometers. The noise level of the power source can be below 200 Picometers. A digitizing arrangement can be included which can be associated with the OPU. The digitizing arrangement(s) can have a bandwidth of about 2 MHZ. The OPU(s) can have a detection bandwidth of at least 80 MHZ. The exemplary apparatus can be combined with a chemical protocol and statistical signal processing and image analysis procedures to map DNA at high speed and accuracy.

Abstract: Methods, systems, and devices for managing software agent health are described. A software platform may output multiple requests to one or more software agents. Each request may be associated with operation of a respective software agent. The software platform may obtain statistics for each software agent in response to the multiple requests. The statistics may corresponds to a respective performance of each software agent of the one or more software agents. The software platform may output a recommendation for each software agent, of the one or more software agents, based on the statistics and one or more rules configured at the software platform.

Abstract: Systems and methods for progressively providing checkout options during a checkout transaction are provided. During a transaction process, a user interface with an options category having a set of checkout options is provided. Requests associated with the checkout options are transmitted, with at least one of the transmitted queries being transmitted to a remote third-party. One or more of the checkout options are identified as a first set of options and others are identified as a second set of options. The user interface is updated to display the first set of options and a selectable UI element prior to display of the second set of options, where all of the second set of options are hidden from display prior to selection of the selectable UI element. The checkout transaction is completable using one of the options from the first set of options without display of the second set of options.

Abstract: A cross-platform deployment computing system receives an application to be deployed to a cloud. The application is parsed to identify assignment criteria and is assigned to an application availability group the defines security that defines a topology in which the application will be deployed. The application is then provided to a control plane for deployment at a target remote server architecture. In order to deploy the application to a different remote server architecture, the control plane for the different remote server architecture accesses the deployment definitions in the AAG and deploys the application to the different remote server architecture using the deployment definitions in the AAG to which the application is assigned.

Abstract: A system for generating pump illumination for laser sustained plasma (LSP) is disclosed. The system may include an illumination source configured to output a pump beam, one or more focusing optics, and one or more beam shapers configured to reshape the pump beam to provide a shaped pupil power distribution at an illumination pupil plane of the one or more focusing optics. The shaped pupil power distribution may include at least one of a flat-top distribution or an inverted distribution with a central local intensity minimum. Further, the one or more focusing optics may receive the pump beam from the one or more beam shapers and direct the pump beam to a plasma-forming material, whereby the pump beam at least one of forms or maintains a plasma that emits broadband illumination.

Abstract: Disclosed herein are methods, systems, and computer-readable media for integrating a particular external application programming interface (API) with a natural language model user interface. In one embodiment, a method includes receiving a first input at the natural language model user interface, determining the first input includes a request to integrate the particular external application programming interface (API) with the natural language model user interface, identifying the particular external API based on the received input, integrating the particular external API with the natural language model user interface, accessing the particular external API based on the first input or a second input at the natural language model user interface, and transmitting, based on the accessing, a response message to the natural language model user interface, the response message including a result of the accessing.