Abstract: Described herein are systems, methods, and software to provide ransomware detection using variable levels of encryption. In one implementation, a computing device identifies a set of files, wherein the set of files each comprise a label indicative of whether the file is representative of a safe file or a file attacked by ransomware, and wherein the set of files comprises unencrypted files, partially encrypted files, and fully encrypted file. The computing device further identifies features associated with the set of files and generates a machine learning model that outputs a determination of whether a new file has been attacked based at least on the features in relation to whether a file in the set of files was labeled as attacked.

Abstract: A method and an apparatus are provided in which an analog signal may be sampled by an analog-to-digital converter (ADC) to generate digital signal samples affected by baseline wander. Digital signal processing (DSP) may be performed on the digital signal samples to generate a recovered signal with corrected baseline wander. The DSP is performed using a first adaptable coefficient for a current digital signal sample and a second adaptable coefficient for a previous digital signal sample.

Abstract: Computer implemented methods, systems, and computer program products include program code executing on a processor(s) that obtains a user query. The program code selects just in time (JIT) statistics relevant for use by a cost optimizer to generate a plan file for executing the user query by determining, based on JIT metadata in a JIT statistics cache, if JIT statistics generated responsive to an earlier event are these JIT statistics, and based on determining that the JIT statistics generated responsive to the earlier event are these JIT statistics, selects these JIT statistics to generate the plan file. The program code utilizes the cost optimizer to generate the plan file based on these JIT statistics. The program code executes the user query in the target database based on the plan file.

Abstract: Systems and methods for implementing an interactive digital assistant in an aircraft cabin environment. In embodiments, the system includes a hologram generator configured to display a hologram in the aircraft cabin, a sensor subassembly for determining positional information of a receiver of information in the aircraft cabin, and a controller including a processor configured to determine, based on an output from the sensor subassembly, a position of the receiver or information in order to operate the hologram generator to project the hologram to communicate information to the receiver of information based on the determined positional information. In some embodiments, the hologram is interactive, configured to communicate information, demonstrate use of the equipment, and communicate with other systems to control equipment.

Abstract: A neural dialogue system has been designed to present a conversational user interface for managing security posture of an organization. The neural dialogue system determines intent and extracts entity names from a user input. The neural dialogue system grounds the entity names to an organizational context and maps the intent to a defined functionality related to security posture management for intent realization. Some of these defined functions involve editing the ordered ruleset. When realization of an intent involves editing the ordered ruleset, the neural dialogue system determines various ruleset command sequences that implement the ruleset editing and corresponding impacts on the ordered ruleset (e.g., creation of ruleset anomalies). The dialogue system collects the information retrieved based on the intent and grounded entities, including any ruleset impact assessment, and generates a response.

Abstract: Systems and methods for adapting an onboarding session to a user are disclosed. An example method is performed by one or more processors of a system and includes receiving a transmission over a communications network from a computing device associated with a user of the onboarding system, the transmission including one or more files, extracting data from each of the one or more files using one or more parser plugins, transforming the extracted data into a set of arrays, feeding a prompt including the set of arrays to a large language model (LLM), inferring characteristics of the user based on a response to the prompt from the LLM, mapping the inferred characteristics to a predefined list of system features, and optimizing components of an onboarding session for the user based on the mapping.

Abstract: The present invention provides compositions comprising bisfluoroalkyl-1,4-benzodiazepinone compounds, including compounds of Formula (I) or prodrugs thereof; in combination with an additional cancer therapeutic agent, and methods of use thereof for treating diseases and disorders such as cancer.

Abstract: A content delivery network (100) for streaming digital video content across a data network. The content delivery network (100) is configured to receive digital video content. The content delivery network is configured to store the digital video content in a storage format comprising a base layer (B) and an enhancement layer (E), wherein the base layer (B) is decodable to present the digital video content at a base level of video reproduction quality, and the enhancement layer (E) is decodable with the base layer to present the digital video content at an enhanced level of video reproduction quality which is higher than the base level of reproduction quality. The content delivery network (100) is configured to determine, based on a target quality which is to be provided to a client device, which layers to use in order to achieve the target quality; and to use the determined layers (B, E) to provide the client device with the digital content at the target level of quality.

Abstract: In particular embodiments, a computing system may divide at least a portion of a physical space surrounding a user into a plurality of three-dimensional (3D) regions, wherein each of the 3D regions is associated with an area of a plurality of areas in a plane. The system may generate estimated locations of features of objects in the portion of the physical space. Based on the estimated locations, the system may determine an occupancy state of each of the plurality of 3D regions. Then based on the occupancy states of the plurality of 3D regions, the system may determine that one or more of the plurality of areas have respective airspaces that are likely unoccupied by objects.

Abstract: Secure auditability of monitoring processing using public ledgers that are particularly useful for monitoring surveillance orders, whereby an overseeing enforcer (“E”) checks if law enforcement agencies and companies are respectively over-requesting or over-sharing user data beyond what is permitted by the surveillance order, in a privacy-preserving way, such that E does not know the real identities of the users being surveilled, nor does E get to read the users' unencrypted data. Embodiments of the present invention also have inbuilt checks and balances to require unsealing of surveillance orders at the appropriate times, thus enabling accounting of the surveillance operation to verify that lawful procedures were followed, protecting users from government overreach, and helping law enforcement agencies and companies demonstrate that they followed the rule of law.

Abstract: A autonomous off-road vehicle (AOV) accesses a pile plan map indicating a plurality of locations in a geographic area at which piles are to be installed. The AOV selects a first location and a second location from the plurality of locations using the pile plan map. The AOV autonomously navigates to the first location. The AOV autonomously loads a first pile onto a driving tool of the AOV. The AOV autonomously drives the first pile into the ground at the first location using the driving tool. The AOV autonomously navigates to the second location. the AOV autonomously loads a second pile onto the driving tool. And the AOV autonomously drives the second pile into the ground at the second location using the driving tool.

Abstract: A system for creating a target audience group includes receiving a request from a user interface screen, to create a target audience group from among users of an organization associated with a cloud computing environment, where the request including selected values for a plurality of categories of data associated with the users of the organization. Upon receiving the request; the method creates an audience targeting definition for the target audience group that includes the plurality of categories of data and their selected values and stores the audience targeting definition to a data store. Next, one or more data sources of the cloud computing environment are queried to identify users for which values for the categories of data corresponds with the selected values and a list of those users is stored in a different data store.

Abstract: Various disclosed embodiments are directed to deriving, via a language model, a summary of data by converting or encoding table data into one or more natural language sentences, which are then used as input to the language model for generating the summary. One or more embodiments are additionally or alternatively directed to deriving, via a language model, a response to a user question or command via a chat interface by providing the language model with the generated summary as input. In this way, for example, the language model can use the summary as a prompt or other target context for providing a response.

Abstract: A pile plan map indicating a plurality of locations in a geographic area at which piles are to be installed is accessed. A first set of locations is identified from the plurality of locations and a first set of piles to be driven into the ground at the first set of locations using the pile plan map is identified. An order for driving the first set of piles into the ground is identified and a pile type for each of the first set of piles is identified. Basket assembly instructions are generated for assembling the first set of piles into a basket based on the identified order and the identified pile types. The first set of piles are assembled autonomously or manually into the basket based on the generated basket assembly instructions.

Abstract: An autonomous off-road vehicle (AOV) autonomously performs a pile driving operation by driving a pile into the ground at a location identified by a pile plan map. The AOV detects one or more attributes of the pile using one or more sensors during or after the pile driving operation. The AOV determines whether the one or more attributes of the pile exceed respective tolerance thresholds. The AOV performs a quality control action in response to determining that the one or more attributes of the pile exceed the respective tolerance thresholds. The one or more attributes include one or more of a location and an orientation of the pile, and the quality control action is performed in response to determining that the location or the orientation of the pile exceeds the respective tolerance threshold.

Abstract: The methods of the present disclosure enable formation of highly conductive contacts that facilitate in increasing the device speed and lowering the operating voltages of semiconductor devices such as, but not limited to, metal-on-semiconductor (MOS) transistors and the like. In one embodiment, the methods create the optimal contacts, useful in N type or P type MOS devices, by forming metal-insulator-semiconductor (MIS) contact structure or a non-stoichiometric layer contact structure. It is noted that N type or P type contacts require different work function metals to achieve a low Schottky barrier height (SBH).

Abstract: Described herein are therapeutic pH responsive compositions comprising a block copolymer and a therapeutic agent useful for the treatment of cancer.

Abstract: A device includes a processor, and a memory storing executable instructions which, when executed by the processor, cause the processor alone or in combination with other processors to perform the following functions: receive textual user input from a user describing a design to be generated; implement a first prompt generator to generate a first prompt for a Large Language Model (LLM) to restructure the user input; and implement a second prompt generator to generate a second prompt for a text-to-image model using output of the LLM to produce, the second prompt to prompt the text-to-image model to produce a proposed design based on the user input. The proposed design is provided to the user via an application comprising controls for further editing the proposed design.

Abstract: In an example embodiment, bid specifications for an ecommerce transaction are transmitted from a party requesting bids to a plurality of bidders. Then a modification to the bid specifications is received from a first bidder of the plurality of bidders along with a bid in accordance with the modified bid specifications. The modified bid specifications may then be transmitted to the plurality of bidders other than the first bidder. Bids in accordance with the modified bid specifications are then received from each of the plurality of bidders other than the first bidder. One of the bids may be selected, and the ecommerce transaction may be consummated based on the selected bid.

Abstract: A lighting assembly for a vehicle headlight includes: a printed circuit board (PCB) defining a surface; a plurality of discrete LED devices disposed on the surface of the PCB and each defining an output surface, the output surfaces together defining a layout arrangement with substantially continuous illumination; a shield directly attached to the PCB and overlying the output surface of at least one discrete LED device of the plurality of discrete LED devices and to define at least one edge of a predetermined illumination pattern; and an imaging lens assembly overlying the plurality of discrete LED devices and configured to focus and direct light from the plurality of discrete LED devices to produce a lighting pattern in accordance with the predetermined illumination pattern.