Abstract: A malware detection facility is described. In a first computer system, the facility receives from a second computer system ciphertext obtained by subjecting plaintext file contents to homomorphic encryption. In the first computer system, the facility performs a malware detection operation directly on the received ciphertext.

Abstract: A processor-implemented method includes (i) obtaining raw data and value of a parameter in a column of tabular data, (ii) defining, based on user input, a smart column with tabular data prediction generated from raw data, (iii) validating, based on user input, a first label and a second label corresponding respectively to a first and a second predefined category to obtain a first and a second user-validated label respectively, (iv) detecting error in training set of the predictive AI model when there is a mismatch between a value from predictive AI model and user-validated label, (v) automatically generating a formula for the tabular data prediction to fix the error in training set, (vi) validating the first formula data prediction based on user input to obtain a user-validated formula, and (vii) automatically generating a first tabular data prediction in the smart column using user-validated formula to some of the raw data.

Abstract: A malware detection facility is described. In a first computer system, the facility receives from a second computer system ciphertext obtained by subjecting plaintext file contents to homomorphic encryption. In the first computer system, the facility performs a malware detection operation directly on the received ciphertext.

Abstract: A processor-implemented method of generating a three-dimensional (3D) volumetric video with an overlay representing visibility counts per pixel of a texture atlas, associated with a viewer telemetry data is provided. The method includes (i) capturing the viewer telemetry data, (ii) determining a visibility of each pixel in the texture atlas associated with a 3D content based on the viewer telemetry data, (iii) generating at least one visibility counts per pixel of the texture atlas based on the visibility of each pixel in the texture atlas, and (iv) generating one of: the 3D volumetric video with the overlay of at least one heat map associated with the viewer telemetry data, using the at least one visibility counts per pixel and a curated selection of the 3D volumetric content based on the viewer telemetry data, using the visibility counts per pixel.

Abstract: A processor-implemented method of generating a three-dimensional (3D) volumetric video with an overlay representing visibility counts per pixel of a texture atlas, associated with a viewer telemetry data is provided. The method includes (i) capturing the viewer telemetry data, (ii) determining a visibility of each pixel in the texture atlas associated with a 3D content based on the viewer telemetry data, (iii) generating at least one visibility counts per pixel of the texture atlas based on the visibility of each pixel in the texture atlas, and (iv) generating one of: the 3D volumetric video with the overlay of at least one heat map associated with the viewer telemetry data, using the at least one visibility counts per pixel and a curated selection of the 3D volumetric content based on the viewer telemetry data, using the visibility counts per pixel.

Abstract: The efficacy of security products and practices is quantified, based on monitored activities and conditions on multiple computers over time. A set of metrics is defined, specifying what criteria concerning computer security systems are to be quantified. Telemetry data concerning the defined metrics are collected from multiple computers, such as the customer base of a security product vendor. Security configuration information such as the deployments and settings of security systems on computing devices is monitored. This monitored information tracks what security products are deployed on which machines, and how these products are configured and used. Collected telemetry is correlated with monitored configuration information, enabling determination of what security product deployments and settings are in place when specific security incidents, operations and other types of actions occur.

Abstract: Systems and methods that provide for a virtual reality entertainment system that supplies immersive entertainment and creates a sensation for a user similar to having guests in a remote location to be physically present as virtual guests. Such virtual reality entertainment system can supply a graphic and/or audio; wherein interconnected computers, video and audio processing devices, supply a live interaction between a user and a guest(s). Although guests are only present virtually (e.g., electronically present with other objects/user within the environment) such virtual invitation enables a user and guests to concurrently experience the entertainment together (e.g., a live sporting event, spectator game). In a related aspect, the subject innovation can implement holographic avatars, and a plurality of communication interfaces, to imitate (and/or transform) a relationship between the user and the virtual guests/surrounding environment.

Abstract: A system for evaluating a student's education value and proposing method of improving said value. The system receives public and private information about a student's education. The system obtains comparative education value by comparing attributes and rankings among students of different populations. The system offers estimates of education value change for a student by modifying various attributes of a student.

Abstract: The efficacy of security products and practices is quantified, based on monitored activities and conditions on multiple computers over time. A set of metrics is defined, specifying what criteria concerning computer security systems are to be quantified. Telemetry data concerning the defined metrics are collected from multiple computers, such as the customer base of a security product vendor. Security configuration information such as the deployments and settings of security systems on computing devices is monitored. This monitored information tracks what security products are deployed on which machines, and how these products are configured and used. Collected telemetry is correlated with monitored configuration information, enabling determination of what security product deployments and settings are in place when specific security incidents, operations and other types of actions occur.

Abstract: The claimed subject matter provides a system and/or a method that facilitates re-locating a web application associated with a network service utilizing a portion of serialized data. The network service can be any collection of resources that are maintained by a party (e.g., third-party, off-site, etc.) and accessible by an identified user over a network (e.g., WAN, Internet, etc.). An interface component can receive a portion of serialized data with transparent structure related to an application specification. A hydrate component can create a web application independent of a network service based at least in part upon the serialized data, the web application has state within the network service.

Abstract: The claimed subject matter provides a system and/or a method that facilitates re-locating a web application associated with a network service utilizing a portion of serialized data. The network service can be any collection of resources that are maintained by a party (e.g., third-party, off-site, etc.) and accessible by an identified user over a network (e.g., WAN, Internet, etc.). An interface component can receive a portion of serialized data with transparent structure related to an application specification. A hydrate component can create a web application independent of a network service based at least in part upon the serialized data, the web application has state within the network service.

Abstract: The claimed subject matter provides a system and/or a method that facilitates preserving and maintaining data and/or services associated with a network service. The network service can be any collection of resources that are maintained by a party (e.g., third-party, off-site, etc.) and accessible by an identified user over a network (e.g., WAN, Internet, etc.). An interface component can receive a termination notification related to the network service. An executor component can relocate at least a portion of one of data and a service associated with the terminated network service to a disparate replacement network service in order to preserve any services and/or data related therewith.

Abstract: The claimed subject matter provides a system and/or a method that facilitates re-locating a web application associated with a network service utilizing a portion of serialized data. The network service can be any collection of resources that are maintained by a party (e.g., third-party, off-site, etc.) and accessible by an identified user over a network (e.g., WAN, Internet, etc.). An interface component can receive a portion of serialized data with transparent structure related to an application specification. A hydrate component can create a web application independent of a network service based at least in part upon the serialized data, the web application has state within the network service.

Abstract: Free viewpoint video of a scene is generated and presented to a user. An arrangement of sensors generates streams of sensor data each of which represents the scene from a different geometric perspective. The sensor data streams are calibrated. A scene proxy is generated from the calibrated sensor data streams. The scene proxy geometrically describes the scene as a function of time and includes one or more types of geometric proxy data which is matched to a first set of current pipeline conditions in order to maximize the photo-realism of the free viewpoint video resulting from the scene proxy at each point in time. A current synthetic viewpoint of the scene is generated from the scene proxy. This viewpoint generation maximizes the photo-realism of the current synthetic viewpoint based upon a second set of current pipeline conditions. The current synthetic viewpoint is displayed.

Abstract: Cloud based FVV streaming technique embodiments presented herein generally employ a cloud based FVV pipeline to create, render and transmit FVV frames depicting a captured scene as would be viewed from a current synthetic viewpoint selected by an end user and received from a client computing device. The FVV frames use a similar level of bandwidth as a conventional streaming movie would consume. To change viewpoints, a new viewpoint is sent from the client to the cloud, and a new streaming movie is initiated from the new viewpoint. Frames associated with that viewpoint are created, rendered and transmitted to the client until a new viewpoint request is received.

Abstract: The claimed subject matter provides a system and/or a method that facilitates re-locating a web application associated with a network service utilizing a portion of serialized data. The network service can be any collection of resources that are maintained by a party (e.g., third-party, off-site, etc.) and accessible by an identified user over a network (e.g., WAN, Internet, etc.). An interface component can receive a portion of serialized data with transparent structure related to an application specification. A hydrate component can create a web application independent of a network service based at least in part upon the serialized data, the web application has state within the network service.

Abstract: Methods and systems for generating free viewpoint video using an active infrared (IR) stereo module are provided. The method includes computing a depth map for a scene using an active IR stereo module. The depth map may be computed by projecting an IR dot pattern onto the scene, capturing stereo images from each of two or more synchronized IR cameras, detecting dots within the stereo images, computing feature descriptors corresponding to the dots in the stereo images, computing a disparity map between the stereo images, and generating the depth map using the disparity map. The method also includes generating a point cloud for the scene using the depth map, generating a mesh of the point cloud, and generating a projective texture map for the scene from the mesh of the point cloud. The method further includes generating the video for the scene using the projective texture map.

Abstract: Remote provisioning of an IT network and/or associated services is provided. Hardware, software, service and/or expertise can be moved from on-premise to a remote location (e.g., central, distributed . . . ). Accordingly, at least a large degree computation can be moved to the center to exploit economies of scale, among other things. In such an architecture, computational resources (e.g., data storage, computation power, cache . . . ) can be pooled, and entities can subscribe to a particular level of resources related to a private entity IT network.

Abstract: Systems and methods of generating a list of preferred items are disclosed herein. A uniform resource identifier that references a listing web service is provided. A call to the listing web service is received from a linking website. The call to the listing web service includes an item identifier corresponding to an item that the consumer is willing to purchase. The call can be executed as a result of the consumer selecting a listing icon that references the uniform resource identifier. The listing icon is displayed on the linking website hosted at a linking domain. The listing web service can be executed to add the item to the list of preferred items associated with the consumer. The list of preferred items is displayed on a listing website. The listing website can be hosted at a listing domain which is different from the linking domain.

Abstract: Systems and methods of generating a list of preferred items are disclosed herein. A uniform resource identifier that references a listing web service is provided. A call to the listing web service is received from a linking website. The call to the listing web service includes an item identifier corresponding to an item that the consumer is willing to purchase. The call can be executed as a result of the consumer selecting a listing icon that references the uniform resource identifier. The listing icon is displayed on the linking website hosted at a linking domain. The listing web service can be executed to add the item to the list of preferred items associated with the consumer. The list of preferred items is displayed on a listing website. The listing website can be hosted at a listing domain which is different from the linking domain.