Abstract: A method for secure storage of cybersecurity data in a blockchain includes: identifying, by a processor of a processing server, a device profile for a computing device; encrypting, by the processor of the processing server, the device profile into an encrypted device profile using a public key of a first cryptographic key pair; encrypting, by the processor of the processing server, the encrypted device profile into a converted device profile via quantum cryptography using a first configuration key; and transmitting, by a transmitter of the processing server, the converted device profile to a blockchain node in a blockchain network.

Abstract: Embodiments disclosed herein include apparatuses with glass core package substrates. In an embodiment, an apparatus comprises a substrate with a first surface and a second surface opposite from the first surface. A sidewall is between the first surface and the second surface, and the substrate comprises a glass layer. In an embodiment, a via is provided through the substrate between the first surface and the second surface, and the via is electrically conductive. In an embodiment, a layer in contact with the sidewall of the substrate surrounds a perimeter of the substrate.

Abstract: A device comprises a substrate comprising a plurality of build-up layers and a cavity. A bridge die is located within the cavity and a plurality of cavity side bumps are on one side of the bridge die. A plurality of interconnect pads with variable heights are on one of the build-up layers of the substrate coupled to the plurality of the cavity side bumps to bond the bridge die to the substrate.

Abstract: An apparatus is provided which comprises: a plurality of interconnect layers within a substrate, organic dielectric material over the plurality of interconnect layers, copper pads on a surface of a cavity within the organic dielectric material, an integrated circuit bridge device coupled with the copper pads, wherein a surface of the integrated circuit bridge device is elevated above an opening of the cavity, underfill material between the integrated circuit bridge device and the surface of the cavity, and build-up layers formed over the organic dielectric material around the integrated circuit bridge device. Other embodiments are also disclosed and claimed.

Abstract: Embodiments disclosed herein include glass core package substrates with a stiffener. In an embodiment, an apparatus comprises a substrate with a first layer with a first width, where the first layer is a glass layer, a second layer under the first layer, where the second layer has a second width that is smaller than the first width, and a third layer over the first layer, where the third layer has a third width that is smaller than the first width. In an embodiment, the apparatus further comprises a metallic structure with a first portion and a second portion, where the first portion is over a top surface of the substrate and the second portion extends away from the first portion and covers at least a sidewall of the first layer.

Abstract: The technical solution provides automated generating of customized applications using ledger metadata templates with user-defined elements for the customized application. The solution can identify a ledger comprising a plurality of parameters for a plurality of elements of an application and construct a plurality of metadata corresponding to the plurality of elements using the plurality of parameters. The solution can adjust, based on a validation rule for an element, a metadata corresponding to the element. The solution can select a plurality of functions corresponding to the plurality of elements and generate, using the plurality of functions, a version of the application configured based at least on the plurality of metadata comprising the adjusted metadata.

Abstract: Glass cores including protruding through glass vias and related methods are disclosed herein. An example substrate disclosed herein includes a glass core including a surface and a copper through glass via (TGV) extending through the glass core, the TGV including a protrusion extending from the surface.

Abstract: Methods and systems for processing frame data are disclosed. The methods and systems include: obtaining a sequence of data, the sequence comprising at least a first frame; applying the sequence of data to a machine learning model; and providing an inference result based on the machine learning output score from the machine learning model. The machine learning model is configured to: determine at least one token-level error based on a difference between at least one token of a first representation corresponding to the first frame and a second representation; perform a first transformer operation based on the token subset to produce an output representation corresponding to the token subset; scatter the output representation to a buffer representation corresponding to the first representation; and produce a machine learning output score based on the buffer representation. Other aspects, embodiments, and features are also claimed and described.

Abstract: Techniques for implementing a scalable automated training framework for anomaly and ransomware detection are disclosed. A computer system may instantiate one or more virtual machines (VMs). Each VM may be loaded with a corresponding file system. The computer system may simulate, on the one or more VMs, user actions and ransomware, which may cause changes to the corresponding file systems loaded on to the VMs. The computer system may obtain snapshots of the VMs that indicate changes to the corresponding file system of each of the VMs. The computer system may generate a metadata file for each VM based on the corresponding snapshot. The computer system may generate training data for training a ransomware detection model using a machine learning algorithm based on the metadata files for each of the VMs.

Abstract: Mechanisms, including systems, methods, and media for establishing authenticity of image content are provided, the methods including: capturing an image using a camera; digitally signing the image using the camera to create a digital signature; and storing a first copy of the image in remote storage with the digital signature. In some embodiments, the image and the digital signature are stored in a blockchain. In some embodiments, the methods further comprise: retrieving a second copy of the image; and determining whether the second copy of the image is authentic based on the digital signature. In some embodiments, the methods further comprise generating an indicator that indicates to a person whether the second copy of the image is authentic. In some embodiments, the methods further comprise storing an indicator of edits made in the edited copy in the blockchain.

Abstract: In accordance with some embodiments, systems, methods, and media for Eulerian single-photon computer vision are provided. In some embodiments, the system comprises: an image sensor comprising detectors configured to detect arrival of individual photons, and arranged in an array; a processor programmed to: cause the image sensor to generate a sequence of images representing a scene, each of the images comprising a plurality of pixels; perform, for each of a plurality of three dimensional filters, a convolution between the three dimensional filter and a plurality of frames, wherein each of the plurality of frames is based on one or more of the images of the sequence of images; generate, for each of the plurality of frames, a plurality of filter bank responses each corresponding to a three dimensional filter of the plurality of three dimensional filters; and perform a computer vision process based on the plurality of filter responses.

Abstract: Methods and systems for scene reconstruction are disclosed. The methods and systems include: receiving a set of frames for a scene, group the set of frames into multiple groups, merging multiple first and second frames in first and second initial groups of the multiple groups to generate first and merged frames, respectively, determining a homography across the first and second merged frames, and interpolating the homography to generate a warp to warp the set of frames. Then, the methods and system can repeat the grouping, the merging, the homography determining, and the interpolation. Then, the methods and system can provide a reconstructed image based on the warp of the set of frames. Other aspects, embodiments, and features are also claimed and described.

Abstract: Methods and systems are provided for generating images of a modality other than the modality of the sensor from which the image was acquired. For example, methods and systems described herein may acquire a temporal sequence of frame data captured by the image sensor. Once the temporal sequence of frame data is acquired, a desired imaging modality may be determined and a projection operation on the frame data may be performed. Based on the results of the projection operation, a post-capture emulation may be generated, corresponding to the desired imaging modality. An image may be outputted corresponding to the post-capture emulation.

Abstract: In accordance with some embodiments, systems, methods, and media for improving signal-to-noise ratio in single-photon data are provided. In some embodiments, a system comprises: a processor programmed to: generate, for each of a plurality of pixel locations, initial photon flux estimates based on a first set of photon transients including photon transients associated with the pixel location and neighboring pixel locations, each of the photon transients comprises a histogram of photon counts; identify, for a scene patch associated with each of the plurality of pixel locations, one or more similar scene patches using intensity information for each of the plurality of pixel locations; and generate, for each of the plurality of pixel locations, final photon flux estimates based on a second set of photon transients including photon transients associated with the scene patch and each of the one or more similar scene patches.

Abstract: In accordance with some embodiments, various examples of systems, methods, and media for single photon depth imaging with improved efficiency using learned compressive representations are provided. For example, systems and methods herein may detect a photon arrival based on a signal from a detector at a given position and time bin. A compressed histogram comprising K stored values, representing bins of the compressed histogram based on K values in a code word calculated based on the time bin and position and K coding tensors. Such systems and methods may be utilized for, among other uses, determining depth in a scene being imaged by the detector.

Abstract: Systems and techniques for a predictive sourcing platform are described herein. User story data may be received that includes user story attributes that describe constraints for completion of a task of the user story and a points value for the user story. Resource profile data may be received that includes resource attributes that describe the resource. The user story attributes and the resource attributes may be evaluated using a predictive machine learning model. A set of resources may be selected from the output of the evaluation using the predictive machine learning model. A selection of a resource from the set of resources may be received. It may be identified that the user story is complete. The points value may be assigned to a profile of the selected resource.

Abstract: In accordance with some embodiments, systems, methods, and media for Eulerian single-photon computer vision are provided. In some embodiments, the system comprises: an image sensor comprising detectors configured to detect arrival of individual photons, and arranged in an array; a processor programmed to: cause the image sensor to generate a sequence of images representing a scene, each of the images comprising a plurality of pixels; perform, for each of a plurality of three dimensional filters, a convolution between the three dimensional filter and a plurality of frames, wherein each of the plurality of frames is based on one or more of the images of the sequence of images; generate, for each of the plurality of frames, a plurality of filter bank responses each corresponding to a three dimensional filter of the plurality of three dimensional filters; and perform a computer vision process based on the plurality of filter responses.

Abstract: Various examples are provided in relation to improved recovery and throughput of both fine and coarse particulate materials. In one example, a method includes injecting an aqueous suspension of a cloud of small air bubbles into an aqueous phase including fine particulate materials, wherein the fine particulate material is selectively hydrophobized and collected by small air bubbles; allowing the bubbles to rise in the aqueous phase; and collecting the air bubbles to obtain a concentrate of the fine particulate materials. In another example, a method includes adding a hydrophobizing agent to an aqueous phase to render coarse particulate material selectively hydrophobic; allowing air bubbles to attach to the coarse particulate material and changing the apparent specific gravity of the coarse particulate materials so a layer of one type of coarse particle is formed on top; allowing the one type of coarse particles to float and enter the forth phase.

Abstract: Described is a system and method for implementing a prefetcher with an out-of-order filtered prefetcher training queue. A processing system includes a prefetcher and a prefetcher training queue connected to the prefetcher. The prefetcher training queue configured to receive one or more demand requests from one or more load-store units, allocate a prefetcher training queue entry for a non-duplicative demand request, and send, to the prefetcher, a stored demand request together with a hit or miss indicator, wherein the prefetcher training queue sends stored demand requests without regard to program order.

Abstract: Systems and methods are disclosed for wide frequency range voltage controlled oscillators. For example, an apparatus includes a Voltage Controlled Oscillator (VCO) including a delay cell which includes first and second current sources provided in parallel with one another. The first current source is controlled by a voltage control input connected to a voltage control terminal and the second current source is controlled by a bias voltage input connected to a bias voltage terminal. The first current source provides an alternate current path in the delay cell when the second current source is off. The delay cell is operable to receive an input and produce an output using the alternate current path.