摘要:
Technologies for managing security threats on a computing system include detecting a security threat to the computing system, determining a plurality of mitigation scenarios to employ on the computing system to mitigate the security threat, and implementing the plurality of mitigation scenarios. Each mitigation scenario includes one or more threat mitigation actions to be taken by the computing system, one or more response systems of the computing system to perform the threat mitigation actions, and a temporal sequence in which the threat mitigation actions are to be taken. The results of each mitigation scenario is evaluated and a validated mitigation scenario is determined based on the results. A user of the computing device may be subsequently trained or habituated to mitigate the security threat by requesting interaction from the user during the implementation of the validated mitigation scenario in response to a threat scenario designed to replicate the security threat.
摘要:
Systems and techniques for extension of trust in a body area network are described herein. A device that may be a potential participant of the body area network may be identified. It may be determined that the device is worn by the body of the body area network based on a set of models of the body. The device may be promoted from potential participant to trusted participant of the body area network in response to determining that the device is on the body.
摘要:
An apparatus to facilitate compute optimization is disclosed. The apparatus includes a mixed precision core including mixed-precision execution circuitry to execute one or more of the mixed-precision instructions to perform a mixed-precision dot-product operation comprising to perform a set of multiply and accumulate operations.
摘要:
In an example, an apparatus comprises a plurality of execution units comprising at least a first type of execution unit and a second type of execution unit and logic, at least partially including hardware logic, to analyze a workload and assign the workload to one of the first type of execution unit or the second type of execution unit. Other embodiments are also disclosed and claimed.
摘要:
Described herein is a graphics processor comprising a memory device and a graphics processing cluster coupled with the memory device. The graphics processing cluster includes a plurality of graphics multiprocessors interconnected via a data interconnect. A graphics multiprocessor includes circuitry configured to load a modular neural network including a plurality of subnetworks, each of the plurality of subnetworks trained to perform a computer vision operation on a separate subject.
摘要:
A mechanism is described for facilitating barriers and synchronization for machine learning at autonomous machines. A method of embodiments, as described herein, includes detecting thread groups relating to machine learning associated with one or more processing devices. The method may further include facilitating barrier synchronization of the thread groups across multiple dies such that each thread in a thread group is scheduled across a set of compute elements associated with the multiple dies, where each die represents a processing device of the one or more processing devices, the processing device including a graphics processor.
摘要:
A mechanism is described for facilitating recognition, reidentification, and security in machine learning at autonomous machines. A method of embodiments, as described herein, includes facilitating a camera to detect one or more objects within a physical vicinity, the one or more objects including a person, and the physical vicinity including a house, where detecting includes capturing one or more images of one or more portions of a body of the person. The method may further include extracting body features based on the one or more portions of the body, comparing the extracted body features with feature vectors stored at a database, and building a classification model based on the extracted body features over a period of time to facilitate recognition or reidentification of the person independent of facial recognition of the person.
摘要:
Systems and methods for determining a foreground application and at least one background application from multiple graphics applications executing within an execution environment are disclosed. Pixel data rendered by the foreground application may be displayed in the execution environment while a rendering thread of the background application may be paused.
摘要:
An apparatus to facilitate optimization of a neural network (NN) is disclosed. The apparatus includes optimization logic to define a NN topology having one or more macro layers, adjust the one or more macro layers to adapt to input and output components of the NN and train the NN based on the one or more macro layers.
摘要:
Systems and methods for determining a foreground application and at least one background application from multiple graphics applications executing within an execution environment are disclosed. Pixel data rendered by the foreground application may be displayed in the execution environment while a rendering thread of the background application may be paused.