Abstract: Systems, methods and products for using context-based analyses of information obtained from certificates contained in the TLS handshakes of network communications in order to identify anomalies in the information and detect threats based on the identified anomalies. In one embodiment, a method for detecting threats in network communications includes obtaining static context data associated with the network. A first network communication transmitted via a network is obtained. A certificate is obtained from a TLS handshake of the first network communication and the certificate is parsed to obtain corresponding certificate field values. One or more analyses of the certificate field values are performed against the static context data and, in response to the analyses resulting in detection of a threat, one or more actions are taken based on the analyses.

Abstract: A method for identifying the presence of a logo in an image includes providing a neural network having an image encoder, a text encoder, and a score calculator. The method includes receiving the image and a textual description associated with the logo. The method further includes providing the image to the image encoder and the textual description to the text encode. The method includes executing the image encoder and the text encoder, wherein the image encoder generates one or more image embeddings from the image and the text encoder generates one or more text embeddings from the textual description. The method further includes executing the score calculator, wherein the score calculator generates a score from the one or more image embeddings and the one or more text embeddings. The method also includes determining the presence of the logo in the image based on the score.

Abstract: The present invention relates to the field of polymeric matrix for haemostatic application. In particular, the Invention provides an efficient polymeric haemostatic device/bandage with high swelling rate, enhanced mechanical property and high blood clotting ability.

Abstract: Disclosed herein are methods of determining a probability of disease distribution associated with a prospective embryo by generating phased parental chromosomes, determining one or more meiotic recombination sites of interest, and generating one or more simulated embryo genotypes. A polygenic risk model may be applied to each simulated embryo genotype to generate a polygenic risk scores and determine a probability of disease distribution for one or more diseases for the prospective embryo.

Abstract: A robot sized and shaped for reception in a pipe includes a chassis configured for movement of the robot on the pipe, a tool supported by the chassis for movement relative to the chassis, a plurality of sensors including an inertial measurement unit (IMU), an encoder and a light detection and ranging sensor (LIDAR) associated with the robot, and a sensor fusion system operable to combine readings from the IMU, the encoder and LIDAR to determine a position of the robot within the pipe.

Abstract: Systems and methods for presence-based application invocation are disclosed. For example, presence of a personal device and/or user associated with a personal device is detected at a primary device. When account data associated with the personal device and the primary device correspond, checks are performed to determine if automatic invocation of an application associated with the personal device should be performed. Those checks include determining whether one or more conditions are satisfied, determining current usage of the application and/or the primary device indicates desirability to automatically invoke the application, and/or whether the application has been enabled for use on the primary device.

Abstract: In one aspect, a method includes receiving, a serving gateway of a core network of a wireless communication system, a call request associated with an emergency service; assigning a Tunnel Endpoint Identifier (TEID) to the call, wherein the TEID has a plurality of bits and a first segment of the plurality of bits are set to identify the TEID as being associated with the emergency service; and establishing the call for the emergency service with a Packet Data Gateway (PGW) of the core network using the TEID, wherein the TEID enables the PGW to suppress deletion of a bearer associated with the call.

Abstract: A system or method trains and implements a machine learning model for object detection. A first computing device remote to a vehicle trains a machine learning model by receiving a decoded set of previously encoded training image data and training the machine learning model to detect objects within images based on the decoded set of training image data. A processor of a second computing device encodes at least one image captured by a camera, decodes the encoded image, and executes the machine learning model to extract a set of objects from the decoded image.

Abstract: An isolation driver circuit for a pulse width modulation signal. The isolation driver circuit includes a rising edge detection circuit, a falling edge detection circuit, and a decoder. The rising edge detection circuit and the falling edge detection circuit respectively detect rising edges and falling edges of the input pulse width modulation signal, and respectively output corresponding rising edge detection signals and falling edge detection signals that are capacitively isolated from the input pulse width modulation signal. The decoder receives the rising edge detection signals and the falling edge detection signals, and outputs respective rising edges and falling edges of an output pulse width modulation signal that temporally align with the respective rising edges and falling edges of the input pulse width modulation signal. Thus, information stored in the pulse widths of the input pulse width modulation signal are preserved with high fidelity in the output pulse width modulation signal.

Abstract: A multi-arm robotic surgical system having an endoscopic camera (C) coupled to a robotic arm and a plurality of surgical instruments each detachably coupled to a robotic arm. The multi-arm robotic surgical system further comprises of a surgeon console having a master controller, a left-hand controller and a right-hand controller, a three-dimensional (3D) HD monitor, a two-dimensional (2D) touch screen monitor, a pair of trackable 3D glasses to be worn by the surgeon, a head tracking camera, a foot pedal controller, a control panel for performing emergency system functions, an electrosurgical unit interface, an image processor configured to process a 3D image data received from the endoscopic camera (C), a digital device configured to prepare an image data by using the processed 3D image data received from the image processor and superimposing it with a 2D overlay including a status of the plurality of surgical instruments and display on the 3D HD monitor and a patient side staff 3D monitor.

Abstract: A system and method are disclosed for validating an appeasement request. The method includes determining an appeasement request pattern for a customer, determining an appeasement application pattern for a customer service representatives assigned to the customer, mining data associated with the appeasement request, mining other data associated with the customer or the customer service representatives, and validating an appeasement request based on the mined data and the mined other data. The method further includes determining that an association between the customer service representatives and a group of customers indicates one or more fraudulent appeasement requests, where the appeasement application pattern is based on a history of appeasements offered to one or more customers and where validating the appeasement request further comprises limiting an appeasement offer associated with the appeasement request.

Abstract: A network device, a method for the network device, and a network system comprising one or more such network devices is provided. The method for the network device involves receiving a connection request from a client device, the connection request including a MAC address and being generated using a PSK. A database is accessed to determine if a record associating the MAC address with a PSK exists. If such a record does exist, then authentication is attempted using the PSK identified using the record. If such a record does not exist, then a process for generating a new record for the database is performed. A non-transitory computer-readable storage medium comprising instructions for implementing the method is also provided.

Abstract: A computer implemented method includes maintaining information indicative of whether a data replication relationship between a dataset associated with the local CG and a mirror copy of the dataset stored on a remote CG of a remote distributed storage system is in an in-synchronization (InSync) state or an out-of-synchronization (OOS) state, initiating a storage expansion process including a source expansion to create a new source volume as a member of the local CG and a destination expansion to create a new destination volume as a member of the remote CG, and initiating a data replication relationship expand to establish a data replication relationship for the new source volume and the new destination volume.

Abstract: In aspects of location based transaction authentication, a mobile device includes a location service to determine a device location of the mobile device. The mobile device also implements a transaction authentication manager that can receive a transaction location of a transaction associated with an account of a user of the mobile device, and compare the device location of the mobile device to the transaction location of the transaction. The transaction authentication manager can also receive a one time password that is masked in response to determining that the device location does not match the transaction location, and reveal the one time password in response to receiving an input on the mobile device to authenticate the transaction.

Abstract: A system for in-situ monitoring an additive manufacturing build includes a recoater and an eddy current array probe (ECAP) coupled to the recoater. The ECAP includes three rows of sensor elements, and a drive line arranged in a semi-circular wave pattern extending through each of the three rows of sensor elements. The semi-circular wave pattern is defined by a wavelength, and the semi-circular wave pattern of the drive line extending through a particular row of sensor elements is offset by a fraction of the wavelength relative to the semi-circular wave pattern of the drive line extending through an adjacent row of sensor elements.

Abstract: Computational Fluid Dynamic, Finite Element Methods (FEM), and other engineering modelling and simulation requires meshing (numerical grid generation) of the geometry. The meshing is done by meshing software and the CFD expert need to provide meshing parameters. Existing approaches involve a lot of human intervention which leads to additional computational time and may be prone to errors. Present disclosure provides system and method that construct meshed geometry based a first mesh generated using meshing parameters wherein the meshed geometry is compared with original geometry of an object under consideration to estimate the surface size. Further, the first mesh is simulated in an iterative manner to obtain parameters such as domain size, refinement zone, and layer parameters of the object under consideration until these parameters reach an associated threshold and a mesh independent grid is obtained for the object based on the above-mentioned parameters.

Abstract: Systems and methods for generating enhanced user interfaces are disclosed. A set of candidate items responsive to a request for an enhanced interface is generated. The set of candidate items is responsive to a query or an anchor item. A composite candidate score for each candidate item is generated by a pick item scoring engine based on one or more historical interactions. A set of top-k items is selected from the set of candidate items and at least one pick item is selected from the set of top-k items. At least one enhancement interface element is selected for display in conjunction with the at least one pick item and a response to the request for the enhanced interface is transmitted that causes a receiving device to generate a user interface including the at least one pick item displayed in conjunction with the at least one enhancement interface element.

Abstract: In some aspects, a method for establishing a multicast-only Fast Re-Route (FRR) (MoFRR) path between a source node and a receiving node in a network, the method includes receiving, by a merged receiving node, a plurality of data packets in a data flow comprising an FRR indicator, wherein the merged receiving node is configured to identify an FRR path for data transmission to the source node, extracting, by the merged receiving node, from the FRR indicator, an identification of the source node as a destination of the data transmission, and a first identifier identifying a first data packet as part of a first flow of a MoFRR, and a second identifier identifying a second data packet as part of a second flow of a MoFRR, transmitting, by the receiving node, the first data packet along a primary data path and the second data packet along a secondary data path.

Abstract: A system and a method to enhance the continuity of care for a patient is disclosed. The method disclosed herein includes accessing the patient's data available in one or more formats, where the patient's data includes a pre-stored data, a real-time generated data or a combination thereof. The patient's data is then processed using machine learning techniques and language learning model by extracting relevant information from the patient's data. Further, the one or more patient-specific assignment recommendations are generated in correspondence to the processed patient's data, where the assignment recommendations are designed to address a condition management in the patient.

Abstract: A method for assessing, by a robot, a feature of an environment based on data from one of the plurality of sensors, wherein the robot is positioned in the environment includes comparing, by the robot, the feature of the environment to an expected feature of the environment; creating, by the robot, a feedback loop based on the comparing step; and adjusting an operational condition of the robot based on the feedback loop.