In some examples, a system obtains an approximation function for a machine learning (ML) model, the approximation function providing an approximate representation of a latent representation of latent features in a latent space produced by the ML model. The system presents a visualization of the latent features using the approximation function, and the system generates a refined latent space based on user input in the visualization. The system generates an explanation regarding which latent features of the latent space are primary contributors to a decision of the ML model.
G06N 3/043 - Architecture, e.g. interconnection topology based on fuzzy logic, fuzzy membership or fuzzy inference, e.g. adaptive neuro-fuzzy inference systems [ANFIS]
Systems, methods, and software can be used to determine common expressions of strings. In some aspects, a method includes: obtaining a plurality of strings; determining a plurality of tokens of at least one string of the plurality of strings; and determining at least one common expression of the plurality of strings based on the plurality of tokens of the at least one string of the plurality of strings.
Systems, methods, and software can be used to determine a security score of a binary software code. In some aspects, a computer-implemented method comprises: receiving a binary software code; inspecting the binary software code to determine at least one Common Vulnerability Scoring Standard (CVSS) factor; and determining a CVSS score based on the at least one CVSS factor.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
Systems, methods, and software can be used to detect a malware file. In some aspects, a method includes: obtaining features from a binary file to be classified as either a malware file or a non-malware file; inputting the obtained features to a first trained machine learning model; outputting, by the first trained machine learning model, an encoded vector; inputting the encoded vector to a second trained machine learning model, the second trained machine learning model generating text as output; and outputting, by the second trained machine learning model, a human-understandable text explanation of malicious activities that can be performed by the binary file, the human-understandable text explanation being generated without executing the binary file, the text explanation enabling a classification of the binary file.
A method of obtaining vehicle signal data. The method comprises reading a vehicle signals catalog by a communication service layer application that executes on a computer system, wherein the catalog defines vehicle signals as full path filenames; receiving a request for a value of a vehicle signal by the communication service layer application from a second application, wherein the request identifies the vehicle signal as a full path filename; obtaining the value of the vehicle signal by the communication service layer application; and returning the value of the vehicle signal the second application.
H04L 67/12 - Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
Devices, systems, and operation methods of a device is provided. In one aspect, the device includes an external assembly including an external antenna and an internal assembly. The internal assembly includes an internal antenna, a transceiver, and a radio frequency (RF) switch coupled to the transceiver, the internal antenna and the external antenna. The RF switch is configured to selectively couple at least one of the external antenna or the internal antenna to the transceiver. The external antenna is coupled to the RF switch through at least one conductor.
H01Q 3/24 - Arrangements for changing or varying the orientation or the shape of the directional pattern of the waves radiated from an antenna or antenna system varying the orientation by switching energy from one active radiating element to another, e.g. for beam switching
H01Q 1/24 - SupportsMounting means by structural association with other equipment or articles with receiving set
H01Q 21/28 - Combinations of substantially independent non-interacting antenna units or systems
H04W 64/00 - Locating users or terminals for network management purposes, e.g. mobility management
Systems, methods, and software can be used to detect anomalies in source code. In some aspects, a method includes obtaining, by a server, one or more attribute values associated with one or more code commits of source code. The server generates a backdoor abstraction of the source code, where the backdoor abstraction includes a structured representation of security backdoor elements extracted from the source code. The server generates, based on the one or more attribute values and the backdoor abstraction of the source code, an anomaly report indicating a risk level of the source code.
Systems, methods, and software can be used to detect backdoors in binary software code. In some aspects, a method comprises: obtaining, by a server, binary software code corresponding to source code; generating, by the server, a backdoor abstraction of the binary software code; and generating, by the server, a backdoor risk assessment based on the backdoor abstraction of the binary software code.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
9.
METHOD AND SYSTEM FOR INTRUSION DETECTION FOR AN IN-VEHICLE INFOTAINMENT SYSTEM
A method at a computing device, the method including placing a trace on a plurality of behaviors within a kernel on the computing device; generating data from the trace; assembling the data into an event; and formatting the event into a security sensor output. Further, a computing device having a processor and communications subsystem, wherein the computing device is configured to place a trace on a plurality of behaviors within a kernel on the computing device; generate data from the trace; assemble the data into an event; and format the event into a security sensor output.
A method at a computing device for anomaly detection, the method including storing, at the computing device, a full batch model for a plurality of data points, wherein each of the plurality of data points is associated with one of a plurality of clusters, and wherein the storing comprises a table for storing information about the plurality of clusters without storing the plurality of data points; receiving a new data point from a hardware sensor; determining that the new data point falls outside the full batch model, thereby detecting an anomaly; and performing an action based on the anomaly.
A method at a Supplementary Data Provider within an emergency services network, the method including receiving a message at the Supplementary Data Provider, the message including an identifier and incident data; responsive to receiving the message, creating a resource at the Supplementary Data Provider based on the incident data, the resource being associated with the identifier; receiving an access request from an Emergency Services Provider for Supplementary Data associated with the resource; and responsive to receiving the access request, providing a response with the Supplementary Data.
Methods and system for tracking assets. A server receives, via wireless communication, from each of a plurality of tracking devices, adjacent device data for that tracking device regarding one or more detected nearby tracking devices and an estimated distance measurement to each detected nearby tracking device. The server determines from the adjacent device data that a subset of the plurality of tracking devices are in a group associated with a multi-unit vehicle. The server selects at least one of the tracking devices in the subset as a master device. The other tracking devices in the subset are slave devices. The master device is to send location data to the server via its wireless data connection. The slave devices are to forego sending communications to the server via their respective wireless data connections.
H04W 4/029 - Location-based management or tracking services
H04W 4/80 - Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
09 - Scientific and electric apparatus and instruments
38 - Telecommunications services
42 - Scientific, technological and industrial services, research and design
Goods & Services
Software for providing initiation, distribution, delivery and response tracking of emergency notifications to users via personal communication devices and public mass communication devices; software for supporting exchange of information and collaboration processes amongst organizations and people during emergency and crisis situations; software for the purposes of data collection, monitoring, and mass notification services for managing emergency, and crisis and business critical situations and improving crisis communications capability; software for the transmission of mass notification emergency information via audio, video and electronic communications networks and devices, including social networks; software for managing and analyzing data feeds and data inputs in the field of crisis reporting, communication and management, and for sending notifications through multiple IP network channels and delivery services; software for loading data from personnel directories, and managing users for purpose of crisis communication; software for managing organization directories and connections across organizations for the purpose of connecting them and facilitating collaboration before, during and after crisis situations; software for locating personnel for security and safety purposes using a global positioning system, user self-reporting, and other locating means; software for electronically monitoring, detecting and reporting on alarms, alerts, emergencies, hazards, security threats, and dangerous weather; software for notifying individuals and organizations of a changed status or condition of a sensing device or input feed via network based message alerts; downloadable software in the nature of a mobile application for sending, receiving, confirming and responding to alerts, messages, and notifications via wireless communications networks or the Internet; desktop software applications for providing desktop notifications that capture the user's attention with audio-visua Providing electronic message alerts via the Internet, global computer and telecommunications networks, and mobile communications devices to deliver emergency notifications and facilitate collaboration amongst individuals and organizations before, during and after critical situations; providing mass notification services through all communication devices, telephones, tablets, smartphones, email, text messaging, and instant messaging; providing electronic transmission of data and digital messaging via mobile handheld devices and via wired and wireless communication devices before, during and after critical situations; telecommunications services that enable users and organizations to electronically transmit messages, text, multimedia content, videos, audio, animation and images via a global computer network before, during and after critical situations; providing multiple user access to interactive databases through web sites on a global computer network to manage, administrate and use crisis communication capabilities; providing electronic transmission of converged data, address location information, text, pictures, and streaming media, all for use in crisis communications; providing telecommunication connectivity services for transfer of messages, audio, visual, and data information for crisis communications; electronic messaging services, namely, providing services to access, process, and transmit critical, time-sensitive notifications to individuals and organizations Design and development of crisis communication systems comprised of computer hardware and software; engineering and systems analysis in the field of crisis communication systems; computer services, namely, providing online system management services that allow users to remotely view, monitor, program, operate and control crisis communication systems; research in the field of crisis communication technology; testing of crisis communication systems; cloud computing featuring software for providing crisis communication through multiple IP network channels and delivery services; computer services, namely, integration of private and public cloud computing environments for crisis communication; computer services, namely, cloud hosting provider services for crisis communication; computer services, namely, installation of software for private cloud computing for crisis communication; consulting services in the field of cloud computing for crisis communication; computer services, namely, creating an online community for registered users to participate in discussions, get feedback from their peers, form virtual communities, invite other organizations to the community and engage collaboration in the field of security and crisis communication and management; software as a service (SAAS) services featuring software for use in sending, receiving, confirming and responding to alerts, messages, and notifications in the field of crisis communication and management; software as a service (SAAS) services, namely, hosting software for use by others for use in sending, receiving, confirming and responding to alerts, messages, and notifications in the field of crisis communication and management; providing online non-downloadable computer software for the purposes of data collection, monitoring, and mass notification services for managing emergency and crisis situations and improving crisis communications capability
14.
Determining security risks in binary software code using a software relationship model
Systems, methods, and software can be used to determine security risks in binary software using a software relationship model. In some aspects, a method comprises: receiving a software relationship model that identifies: (i) a set of software components, and (ii) communication interfaces between software components in the set of software components; receiving a set of binary software code; generating a risk assessment for the set of binary software code based on the software relationship model; and generating a notification, based on the risk assessment for the set of binary software code, that indicates security risks associated with the set of binary software code.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
15.
SYSTEMS AND METHODS FOR ASSET TRACKING WITH GROUPED ASSOCIATED TRACKING DEVICES
Methods and system for tracking assets. A server receives, via wireless communication, from each of a plurality of tracking devices, adjacent device data for that tracking device regarding one or more detected nearby tracking devices and an estimated distance measurement to each detected nearby tracking device. The server determines from the adjacent device data that a subset of the plurality of tracking devices are in a group associated with a multi-unit vehicle. The server selects at least one of the tracking devices in the subset as a master device. The other tracking devices in the subset are slave devices. The master device is to send location data to the server via its wireless data connection. The slave devices are to forego sending communications to the server via their respective wireless data connections.
A method at a computing device including fragmenting a malware sample into a plurality of byte strings, each of the plurality of byte strings having a predetermined length; embedding each of the plurality of byte strings in an embedding network to generate a plurality of embeddings; for each embedding in the plurality of embeddings, finding a nearest neighbor; and setting a predicted family for the malware sample based on a fusion of the nearest neighbor for each of the plurality of embeddings.
Systems, methods, and software can be used to control permissions of vehicle signals. In some aspects, one example method includes: receiving a request associated with a vehicle signal; determining, based on a permission value of the vehicle signal, whether an access to an anonymized value of the vehicle signal or an access to a non-anonymized value is authorized; and providing a value of the vehicle signal according to the determining.
G06F 21/62 - Protecting access to data via a platform, e.g. using keys or access control rules
B60W 40/08 - Estimation or calculation of driving parameters for road vehicle drive control systems not related to the control of a particular sub-unit related to drivers or passengers
B60W 50/00 - Details of control systems for road vehicle drive control not related to the control of a particular sub-unit
Systems, methods, and software can be used to control permissions of vehicle signals. In some aspects, one example method includes: receiving a request associated with a vehicle signal; determining, based on a permission value of the vehicle signal, whether an access to an anonymized value of the vehicle signal or an access to a non-anonymized value is authorized; and providing a value of the vehicle signal according to the determining.
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable embedded operating system software for use
across electronic control units and other
microprocessor-based devices; downloadable middleware for
real-time and deterministic scheduling of applications
across distributed computing environments; downloadable
software for integration, management, and coordination of
hardware and software components in embedded systems;
downloadable platform software for development, deployment,
and management of embedded applications. Providing temporary use of non-downloadable embedded
operating system and middleware software for use across
electronic control units and other microprocessor-based
devices; platform as a service (PaaS) featuring software for
real-time scheduling of applications across distributed
computing environments; engineering, design, and
technological consulting services in the field of
integration, management, and coordination of hardware and
software components in embedded systems; software design,
development, and customization services for embedded
applications.
20.
SYSTEM AND METHOD FOR DYNAMIC PAIRING BETWEEN DEVICES
A method for dynamic pairing between asset tracking devices, such as a chassis module and a chassis sensor module mounted on a chassis and a container module mounted on a container. The method includes detecting presence of the container using the chassis sensor module and in response, broadcasting a short-range polling signal; establishing a wireless connection with the container module in response to the short-range polling signal; obtaining GNSS data; determining an estimated distance between the chassis module and the container module; and transmitting the GNSS data and the estimated distance to a remote server.
H04W 4/029 - Location-based management or tracking services
H04W 4/38 - Services specially adapted for particular environments, situations or purposes for collecting sensor information
H04W 4/40 - Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P]
H04W 4/80 - Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
21.
REUSABLE MAGNETIC SENSOR CIRCUIT AND METHODS THEREFOR
G07C 5/00 - Registering or indicating the working of vehicles
H04W 4/029 - Location-based management or tracking services
H04W 4/35 - Services specially adapted for particular environments, situations or purposes for the management of goods or merchandise
H04W 4/80 - Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
(1) Downloadable embedded operating system software for use across electronic control units and other microprocessor-based devices; downloadable middleware for real-time and deterministic scheduling of applications across distributed computing environments; downloadable software for integration, management, and coordination of hardware and software components in embedded systems; downloadable platform software for development, deployment, and management of embedded applications. (1) Providing temporary use of non-downloadable embedded operating system and middleware software for use across electronic control units and other microprocessor-based devices; platform as a service (PaaS) featuring software for real-time scheduling of applications across distributed computing environments; engineering, design, and technological consulting services in the field of integration, management, and coordination of hardware and software components in embedded systems; software design, development, and customization services for embedded applications.
25.
METHOD AND SYSTEM FOR CLOUD EXTENDED ATTRIBUTE PROFILE
A method at a connector device, the method including receiving a first message from a peripheral device, the first message being received over a short range communications protocol connection utilizing a generic reading and writing service attribute profile; repackaging data within the first message into a second message at the connector device; and transmitting the second message to a network element, the transmitting utilizing a second communications connection, wherein the repackaging data populates a field within the second message with information about an attribute profile operation.
H04W 24/02 - Arrangements for optimising operational condition
H04W 4/80 - Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
H04W 84/18 - Self-organising networks, e.g. ad hoc networks or sensor networks
H04W 88/18 - Service support devicesNetwork management devices
A method at a computing device for a vehicle, the method including observing, using sensors of the vehicle, behavior of an external road user; producing at the computing device a normalized safety score for the external road user; recording identifying information for the external road user; and reporting the normalized safety score and identifying information to a server.
Systems, methods, and software can be used to identify security risks in software code based on software bill of materials (SBOM). In some aspects, a method includes: obtaining, by a server, software code and a SBOM corresponding to the software code; identifying, by the server and based on the SBOM, a library used by the software code; and generating, by the server, a risk assessment based on at least one metric corresponding to the library, where the at least one metric is associated with one or more maintainers of the library.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
09 - Scientific and electric apparatus and instruments
42 - Scientific, technological and industrial services, research and design
Goods & Services
Downloadable embedded operating system software for use across electronic control units and other microprocessor-based devices; Downloadable middleware for real-time and deterministic scheduling of applications across distributed computing environments; Downloadable software for integration, management, and coordination of hardware and software components in embedded systems; Downloadable platform software for development, deployment, and management of embedded applications. Providing temporary use of non-downloadable embedded operating system and middleware software for use across electronic control units and other microprocessor-based devices; Platform as a Service (PaaS) featuring software for real-time scheduling of applications across distributed computing environments; Engineering, design, and technological consulting services in the field of integration, management, and coordination of hardware and software components in embedded systems; Software design, development, and customization services for embedded applications
A signal catalog defines one or more vehicle signals selected from among a vehicle signal relating to a speed limit, a vehicle signal relating to a trip time, or a vehicle signal relating to regenerative braking of a vehicle. A processing resource processes the one or more vehicle signals to generate an indication relating to an operation of the vehicle.
A method at a data pipeline in computing system, the method including receiving data and a schema identifier associated with the data; confirming that the schema identifier is valid; and routing the data at the data pipeline based on the schema identifier. Also, a computing system having a processor; a data pipeline; and a communications subsystem, wherein the computing system is configured to: receive data and a schema identifier associated with the data; confirm, using the processor, that the schema identifier is valid; and route the data at the data pipeline based on the schema identifier.
In some examples, a system stores, in a memory, a signal catalog defining a vehicle signal representing a characteristic of a vehicle occupant in the vehicle. The system receives the vehicle signal defined by the signal catalog, the vehicle signal being based on measurement data from one or more sensors of the vehicle, and the system updates a preference setting of actuatable components of the vehicle based on the vehicle signal representing the characteristic of the vehicle occupant.
B60W 50/00 - Details of control systems for road vehicle drive control not related to the control of a particular sub-unit
B60W 40/08 - Estimation or calculation of driving parameters for road vehicle drive control systems not related to the control of a particular sub-unit related to drivers or passengers
G06V 20/59 - Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
G06V 40/16 - Human faces, e.g. facial parts, sketches or expressions
33.
ANGULAR MODE SYNTAX FOR TREE-BASED POINT CLOUD CODING
Method and devices for coding point cloud data using an angular coding mode. The angular coding mode may be signaled using in an angular mode flag to signal that a volume is to be coded using the angular coding mode. The angular coding mode is applicable to planar volumes that have all of their occupied child nodes on one side of a plane bisecting the volume. A planar position flag may signal which side of the volume is occupied. Entropy coding may be used to code the planar position flag. Context determination for coding may take into account angular information for child nodes or groups of child nodes of the volume relative to a location of a beam assembly that has sampled to point cloud. Characteristics of the beam assembly may be coded into a dedicated syntax in the bitstream.
A method at a first computing device providing a local traffic service, the method including detecting a vehicle is transitioning to a region of control of a second local traffic service; and providing, to a second traffic management service, priority information for the vehicle.
A method at a vehicle computing device for identifying a driver, the method including receiving a first indicator at the vehicle computing device; obtaining, based on the first indicator, a presumed driver identity; receiving at least one second indicator at the vehicle computing device; and verifying the presumed driver identity using the at least one second indicator.
B60R 25/24 - Means to switch the anti-theft system on or off using electronic identifiers containing a code not memorised by the user
B60R 25/045 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles operating on vehicle systems or fittings, e.g. on doors, seats or windscreens operating on the propulsion system, e.g. engine or drive motor by limiting or cutting the electrical supply to the propulsion unit
B60R 25/08 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles operating on vehicle systems or fittings, e.g. on doors, seats or windscreens operating on brakes or brake systems
B60R 25/10 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles actuating a signalling device
B60R 25/102 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles actuating a signalling device a signal being sent to a remote location, e.g. a radio signal being transmitted to a police station, a security company or the owner
B60R 25/31 - Detection related to theft or to other events relevant to anti-theft systems of human presence inside or outside the vehicle
B60R 25/34 - Detection related to theft or to other events relevant to anti-theft systems of conditions of vehicle components, e.g. of windows, door locks or gear selectors
A method of encoding or decoding a point cloud to representing a three-dimensional location of an object, the point cloud being located within a volumetric space, the method including determining at least one closest, relative to azimuthal distance, encoded node to a current node; determining an azimuthal prediction angle for each of the at least one closest encoded node; finding an averaged azimuthal prediction angle from the determined azimuthal prediction angle for each of the at least one closest encoded node; selecting an angular azimuthal context based on the averaged azimuthal predication angle; encoding information representative of the current node based on the azimuthal context to generate the bitstream of compressed point cloud data or decoding information representative of the current node based on the azimuthal context to generate the point cloud data.
In some examples, a system reads a first configuration file comprising a first configuration parameter that affects an execution of a process in a vehicle, and determines whether any update configuration file is present by checking for a storage location having an identifier based on a property of the first configuration file, the update configuration file comprising an entry specifying a change for the first configuration file. The system applies the update configuration file to the first configuration file to determine configuration parameters to apply for the process when executed in the vehicle.
Systems, methods, and software can be used to control permissions of vehicle signals. In some aspects, one example method includes: receiving a permission map, wherein the permission map comprises a configured permission value of a permission element of a node in a vehicle signal catalog; and setting a permission value of the permission element of the node in the vehicle signal catalog according to the configured permission value in the permission map.
B60R 16/00 - Electric or fluid circuits specially adapted for vehicles and not otherwise provided forArrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for
B60R 25/00 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles
B60R 25/01 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles operating on vehicle systems or fittings, e.g. on doors, seats or windscreens
B60R 25/10 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles actuating a signalling device
B60R 25/102 - Fittings or systems for preventing or indicating unauthorised use or theft of vehicles actuating a signalling device a signal being sent to a remote location, e.g. a radio signal being transmitted to a police station, a security company or the owner
B60W 40/00 - Estimation or calculation of driving parameters for road vehicle drive control systems not related to the control of a particular sub-unit
Systems, methods, and software can be used to communicates vehicle signals. In some aspects, one example method includes: receiving, at a server, a query for a vehicle signal; and transmitting, from the server, a response message comprising an identifier of the vehicle signal, wherein the identifier comprises a representation of a name of the vehicle signal and a definition of at least one other element of the vehicle signal.
H04W 4/38 - Services specially adapted for particular environments, situations or purposes for collecting sensor information
H04W 4/44 - Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for communication between vehicles and infrastructures, e.g. vehicle-to-cloud [V2C] or vehicle-to-home [V2H]
41.
ASSET TRACKING DEVICE AND METHODS FOR LOCATION DETERMINATION
An asset tracking device and method for detecting the presence of an intermodal shipping container and responsively selecting a preferred location determination. The device may include a controller, a sensor coupled to the controller, a global navigation satellite system chip, and a cellular signal transceiver. While not detecting a container, the controller obtains location data via a global satellite system chip. While a container is detected, the sensor sends a detection signal to the controller and, responsive to the detection signal, the controller obtains location data from a cellular signal transceiver and not from the global satellite system chip.
A method at a computing device, the method including receiving an indication of a desired test environment; accessing a configuration catalog to obtain configuration information for the desired test environment; configuring a test node based on the configuration information; obtaining test signals for the desired test environment; and performing testing on the configured test node using the test signals.
43.
System and method for dynamic pairing between devices
A method for dynamic pairing between asset tracking devices, such as a chassis module and a chassis sensor module mounted on a chassis and a container module mounted on a container. The method includes detecting presence of the container using the chassis sensor module and in response, broadcasting a short-range polling signal; establishing a wireless connection with the container module in response to the short-range polling signal; obtaining GNSS data; determining an estimated distance between the chassis module and the container module; and transmitting the GNSS data and the estimated distance to a remote server.
An asset detection device and method of using a mmWave radar to determine whether a container is mounted to a transport chassis. The reflected signal may include multiple peaks and may be ambiguous. The device may determine if a peak is within a container range and is above a threshold magnitude. If the peak is not the highest peak in the reflected signal the device may disambiguate the signal by filtering it using a stored average no-container signal. If the peak is not the highest peak in the reflected signal the device may disambiguate the signal by determining if the highest peak is due to multipath. In some cases no peaks may be both above the threshold and within the container range, in which case the device determines there is no container present. The device reports container status determinations and reflected signal analysis to a remote server.
A system and method for switching the operating mode of a controller based on the detection of a magnetic field, and in response to having detected a change in the presence of the magnetic field, sending a message to the remote server.
In some examples, a system monitors operations in at least one electronic device in which entities are started, created, or modified, and generates an alert based on the monitoring. The system adapts an amount of data collected based on contextual information associated with the alert, where the adapting of the amount of data collected comprises determining whether to include or exclude data associated with a subset of the entities based on any relationships of the subset of the entities to an entity associated with the alert.
G06F 21/50 - Monitoring users, programs or devices to maintain the integrity of platforms, e.g. of processors, firmware or operating systems
G06F 21/55 - Detecting local intrusion or implementing counter-measures
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
47.
REMEDIATION FOR AN ENTITY OUTSIDE A SCOPE OF AN ALERT
In some examples, a security system detects an alert generated in response to an operation on a device, the operation involving a first process and a first entity. In response to the alert, the security system discovers a second entity that is outside a scope of the alert, and applies remediation actions with respect to the first process, the first entity, and the second entity to address the alert.
Methods and systems for dynamically routing pulse-code modulated (PCM) audio subchannels to one or more sink devices using a software-based router. The PCM router may set a pre-conversion buffer in the conversion path to a sink device for a particular subchannel if the source PCM fragment size differs from the sink fragment size. It may also compare characteristics of the audio subchannel to the sink device to identify a mismatch and, on that basis, configure the conversion path to include a sample rate converter, a channel converter, or a format converter, as needed. Subchannels can be dynamically routed to two or more sink devices and routing may be changed during playback.
H04B 14/04 - Transmission systems not characterised by the medium used for transmission characterised by the use of pulse modulation using pulse code modulation
H04L 45/00 - Routing or path finding of packets in data switching networks
There is provided a method to validate that a synthetic sensor or other application can operate in a computing environment of a vehicle. The synthetic sensor specifies, in a manifest, which sensors of the vehicle it will be reading signals from. The synthetic sensor manifest is enhanced by adding to it an extended universal identifier that carries semantic information. This identifier may then be compared to unique identifiers in a signal catalog of a vehicle to ensure that the sensors of the vehicle will provide information with semantics that are expected by the synthetic sensor.
B60L 15/42 - Adaptation of control equipment on vehicle for actuation from alternative parts of the vehicle or from alternative vehicles of the same vehicle train
B60W 40/00 - Estimation or calculation of driving parameters for road vehicle drive control systems not related to the control of a particular sub-unit
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
50.
COMMUNICATING CREDENTIALS BETWEEN TWO OPERATING SYSTEMS
The present disclosure relates to methods to monitor and control of a fine tailing flocculation process using image capture of the fine tailings and processing the lightrelated data with an inter quartile range (IQR) trimmed estimator to quantify the degree of flocculation, which can be used for process control. The IQR method includes processing the light-related data such that the indicator of the degree of flocculation is independent of tailings density, tailings clay content and/or image brightness. The determined degree of flocculation can then be used in a process for flocculating and dewatering oil sands fine tailings, such as mature fine tailings (MFT), by controlling parameters such as flocculant mixing and dosage.
H04L 9/14 - Arrangements for secret or secure communicationsNetwork security protocols using a plurality of keys or algorithms
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
Systems, methods, and software can be used to determine risks of software files. In some aspects, a method includes: obtaining an input, wherein the input comprises a binary file; determining a second set of feature vectors of the input; performing a canonical correlation analysis (CCA) on the second set of feature vectors and a first set of feature vectors to obtain a first vector and a second vector; calculating a correlation coefficient value of the first vector and the second vector; obtaining a third set of feature vectors based on the correlation coefficient value; and providing, based on the third set of feature vectors, information indicating a level of a security risk of the input and information indicating features associated with the security risk of the input.
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for processing event log data. An example event log processing method includes receiving an event log comprising a plurality of event records describing events that have occurred on each of one or more computer systems over a period of time; converting the event log into a graph, comprising: normalizing the plurality of event records, including anonymizing a unique identifier value in each event record and replacing a variable value in each event record with a predetermined value; representing each normalized event record as one or more nodes in the graph; and generating a plurality of event clusters, wherein each event cluster includes an aggregated group of nodes and is generated based on common attributes of and hierarchical relationships between the normalized event records represented by the nodes in the aggregated group.
Systems, methods, and software can be used to determine risks of software files. In some aspects, a method includes: obtaining an input, wherein the input comprises a binary file; determining a second set of feature vectors of the input; performing a canonical correlation analysis (CCA) on the second set of feature vectors and a first set of feature vectors to obtain a first vector and a second vector; calculating a correlation coefficient value of the first vector and the second vector; obtaining a third set of feature vectors based on the correlation coefficient value; and providing, based on the third set of feature vectors, information indicating a level of a security risk of the input and information indicating features associated with the security risk of the input.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
Systems, methods, and software can be used to determine risks of software files. In some aspects, a method includes: obtaining an input, wherein the input comprises a binary file; determining a second set of feature vectors of the input; performing a canonical correlation analysis (CCA) on the second set of feature vectors and a first set of feature vectors to obtain a first vector and a second vector; calculating a correlation coefficient value of the first vector and the second vector; obtaining a third set of feature vectors based on the correlation coefficient value; and providing, based on the third set of feature vectors, information indicating a level of a security risk of the input and information indicating features associated with the security risk of the input.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
55.
BUFFERS IN SHARED MEMORY FOR SENSOR DATA IN VEHICLES
In some examples, a sensor service receives an indication of interest from a client for sensor data of a first sensor of the plurality of sensors, and allocates buffers in the memory for the plurality of sensors. The sensor service provides a first buffer to a sensor connector that is to receive the sensor data from the first sensor, and receives, from the sensor connector, an indication that the first buffer in the memory has been written with the sensor data from the first sensor. Based on the indication of interest from the client, the sensor service notifies the client that the first buffer is available for reading by the client from the memory.
B60R 16/02 - Electric or fluid circuits specially adapted for vehicles and not otherwise provided forArrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric
B60W 40/02 - Estimation or calculation of driving parameters for road vehicle drive control systems not related to the control of a particular sub-unit related to ambient conditions
B60W 50/00 - Details of control systems for road vehicle drive control not related to the control of a particular sub-unit
G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
56.
INTRISICALLY SAFE DESIGNED DEVICES AND METHODS THEREFOR
Encapsulating components and millimeter-wave waveguides coupled to a circuit board to satisfy intrinsically safe requirements and methods therefor. The top side of the circuit board is divided into a plurality of zones using a plurality of fences formed by the housing of the apparatus. The plurality of zones, and the components and millimeter-wave waveguide therein, are filled with potting material.
A method at a computing device, the method including sending a request for information to a second entity; and receiving a response providing the information, the response further specifying the unit that the information is provided in. The measurement unit may be appended as a separate branch for a signal, a name for a signal, using a separator for the signal, or a combination thereof.
B60R 16/02 - Electric or fluid circuits specially adapted for vehicles and not otherwise provided forArrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric
G06F 17/00 - Digital computing or data processing equipment or methods, specially adapted for specific functions
G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
H04W 4/18 - Information format or content conversion, e.g. adaptation by the network of the transmitted or received information for the purpose of wireless delivery to users or terminals
H04W 4/44 - Services specially adapted for particular environments, situations or purposes for vehicles, e.g. vehicle-to-pedestrians [V2P] for communication between vehicles and infrastructures, e.g. vehicle-to-cloud [V2C] or vehicle-to-home [V2H]
58.
INDICATORS FOR INDICATING WHETHER ENTRIES OF A REPRESENTATION FOR A VEHICLE ARE ACTIVE
A method for malware analysis comprising: disassembling executable code to create disassembled instructions; extracting instruction blocks from the disassembled instructions; encoding the instruction blocks to create encoded instruction blocks and generating a first data graph, wherein the first data graph comprises nodes, each node from the first data graph being associated with an encoded instruction block; determining for each node an embedding of the encoded instruction block to create a canonical executable graph; classifying the canonical executable graph into either a benign family or a malicious family; and determining that the executable code is a malware when the canonical executable graph belongs to a malicious family.
In some examples, a memory stores a representation including entries that represent respective features of a vehicle, where a first entry of the entries in the representation represents a first feature of the vehicle, and the first entry is associated with an indicator settable to a first value to indicate that the first entry is active for the vehicle, and to a different second value to indicate that the first entry is inactive for the vehicle.
An asset detection device and method of using a mmWave radar to determine whether a container is mounted to a transport chassis. The reflected signal may include multiple peaks and may be ambiguous. The device may determine if a peak is within a container range and is above a threshold magnitude. If the peak is not the highest peak in the reflected signal the device may disambiguate the signal by filtering it using a stored average no-container signal. If the peak is not the highest peak in the reflected signal the device may disambiguate the signal by determining if the highest peak is due to multipath. In some cases no peaks may be both above the threshold and within the container range, in which case the device determines there is no container present. The device reports container status determinations and reflected signal analysis to a remote server.
In some examples, a memory stores a representation including entries that represent respective features of a vehicle, where a first entry of the entries in the representation represents a first feature of the vehicle, and the first entry is associated with an indicator settable to a first value to indicate that the first entry is active for the vehicle, and to a different second value to indicate that the first entry is inactive for the vehicle.
G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
G07C 5/00 - Registering or indicating the working of vehicles
63.
METHOD AND SYSTEM FOR DYNAMIC ACCESS BASED ON GRANTED PERMISSIONS
A method at a permission service on a computing device for managing permissions, the method including receiving a request at the permission service from a first application, the request comprising an identifier associated with an operating system for a second application and a permission for the second application to access resources; performing an action at the permission service based on the received request; and returning results of the action to the first application indicating whether the second application has the permission to access the resources.
Methods, devices, and systems for multi-carrier network operation are disclosed. In one embodiment, a method of performing channel scrambling in a multi-carrier network, wherein the multi-carrier network includes a first component carrier (“CC”) and a second CC between a base station and a user equipment (“UE”) comprises receiving a Cell Radio Network Temporary Identifier (“C-RNTI”) and a cell identification (“ID”) for at least one of the first CC and the second CC; and using the RNTI and the cell ID to perform scrambling of information transmitted on at least one of the first CC and the second CC.
Systems, methods, and software can be used to provide credentials for a provisioning operation. In some aspects, a method includes: generating, by a first operating system (OS), a first transfer key; sending, from the first OS to a second OS, a random salt by using the first transfer key; generating, by the first OS, a second transfer key by using the random salt; and sending, from the first OS to the second OS, provisioning credentials by using the second transfer key.
H04L 9/14 - Arrangements for secret or secure communicationsNetwork security protocols using a plurality of keys or algorithms
H04L 9/32 - Arrangements for secret or secure communicationsNetwork security protocols including means for verifying the identity or authority of a user of the system
A method at a computing device, the method including sending a request for information to a second entity; and receiving a response providing the information, the response further specifying the unit that the information is provided in. The measurement unit may be appended as a separate branch for a signal, a name for a signal, using a separator for the signal, or a combination thereof.
H04L 67/12 - Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
67.
METHOD AND SYSTEM FOR DECOUPLING CHARGING SIGNALS FROM BATTERY SIGNALS
A method at a computing device, the method including sending a request to a vehicle communications subsystem to determine a number of charging ports on a vehicle; receiving a response providing the number of charging ports on the vehicle; sending a request to the vehicle communications subsystem to find batteries associated with each charging port; and receiving a response identifying batteries associated with each charging port.
B60L 58/12 - Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries responding to state of charge [SoC]
B60L 58/20 - Methods or circuit arrangements for monitoring or controlling batteries or fuel cells, specially adapted for electric vehicles for monitoring or controlling batteries of two or more battery modules having different nominal voltages
B60R 16/033 - Electric or fluid circuits specially adapted for vehicles and not otherwise provided forArrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric for supply of electrical power to vehicle subsystems characterised by the use of electrical cells or batteries
In some examples, a system accesses service facility information relating to a plurality of vehicle service facilities, and determines, based on the vehicle component information and the service facility information, at least one vehicle service facility of the plurality of vehicle service facilities that is able to perform servicing of the one or more vehicle components. The system causes presentation, in a user interface, of service information relating to vehicle component servicing to be provided by the at least one vehicle service facility.
G07C 5/08 - Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle, or waiting time
69.
OCEAN-TRAVEL CONFIGURATION OF ASSET TRACKING DEVICES
Methods and systems for controlling an asset tracking device and, in particular, determining when an asset tracking device is aboard a ship. The device may have a ship mode in which the device determines it has been loaded onto a ship and in which geolocation is not determined. The device may further have an ocean mode to which it transitions from the ship mode in which it ceases to look for a cellular connection in order to send location reports. The device may detect a beacon signal from a ship-mounted base-station to trigger the ship mode and may detect, or fail to detect, one or more wireless signals or identifiers as the trigger to transition to ocean mode.
Methods and systems for building a coverage map for a mobile network operator based on a plurality of location reports received from a plurality of deployed asset tracking devices, the reports including geolocation data and mobile network identifiers. On request from a user device the coverage map is used to generate an overlay atop a geographical map showing the boundaries of coverage for that mobile network operator.
Methods and systems for automatically selecting a mobile network rate plan for an asset tracking device based on a set of reported geolocation of the device overtime, coverage data for various mobile networks, and a set of possible network rate plans. A change in mobility rate plans may be implemented through remote provisioning of a new mobile network profile to the asset tracking device.
G06Q 10/04 - Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
G06Q 10/087 - Inventory or stock management, e.g. order filling, procurement or balancing against orders
H04W 4/029 - Location-based management or tracking services
H04W 4/35 - Services specially adapted for particular environments, situations or purposes for the management of goods or merchandise
72.
RISK-AWARE ACCESS CONTROL SYSTEM AND RELATED METHODS
A risk-aware access control system and related methods are provided. In accordance with one aspect of the present disclosure, there is a provided a method of risk-aware access control, comprising: detecting a request to perform an action with respect to two factors, the factors being of a factor type selecting people, devices, documents, and location, wherein the factors are of a different factor type; determining a coupling associated with the requested action based on the factors of the requested action; determining a risk level associated with the coupling; denying the requested action in response to a determination that the risk level does not match a security policy; and allowing the requested action in response to a determination that the risk level matches the security policy.
Devices and methods for detecting and reporting a battery tamper event with regard to an intrinsically-safe or explosion-proof device while the device is located in a hazardous environment. The device may include a location sensor for determining that the device is in a hazardous location. While in the hazardous location, the device may detect an open enclosure event using a sensor and, if so, it may monitor for detection of a battery tampering event. The battery tampering event may include battery replacement or battery charging. The battery tamper event may be reported to a remote server over a wireless channel when it occurs.
G08B 19/00 - Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
G08B 25/10 - Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using wireless transmission systems
H01M 6/50 - Methods or arrangements for servicing or maintenance, e.g. for maintaining operating temperature
H01M 10/48 - Accumulators combined with arrangements for measuring, testing or indicating the condition of cells, e.g. the level or density of the electrolyte
A method at a computing device including fragmenting a malware sample into a plurality of byte strings, each of the plurality of byte strings having a predetermined length; embedding each of the plurality of byte strings in an embedding network to generate a plurality of embeddings; for each embedding in the plurality of embeddings, finding a nearest neighbor; and setting a predicted family for the malware sample based on a fusion of the nearest neighbor for each of the plurality of embeddings.
In some examples, a sensor service receives an indication of interest from a client for sensor data of a first sensor of the plurality of sensors, and allocates buffers in the memory for the plurality of sensors. The sensor service provides a first buffer to a sensor connector that is to receive the sensor data from the first sensor, and receives, from the sensor connector, an indication that the first buffer in the memory has been written with the sensor data from the first sensor. Based on the indication of interest from the client, the sensor service notifies the client that the first buffer is available for reading by the client from the memory.
There is provided methods and apparatuses for a control flow execution-guided deep learning framework for binary code vulnerability detection. Reinforcement
learning is to enhance the branching decision at every program state transition and create a dynamic environment to learn the dependency between a vulnerability and certain program states. An implicitly defined neural network
enables state transition until convergence, which captures the structural information at a higher level.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
G06N 3/042 - Knowledge-based neural networksLogical representations of neural networks
G06N 3/084 - Backpropagation, e.g. using gradient descent
77.
METHOD AND SYSTEM FOR A DYNAMIC DATA COLLECTION AND CONTEXT-DRIVEN ACTIONS
A method at an analytics module on a computing device, the analytics module being at a tier within a hierarchy of analytics modules and data sources, the method including receiving a first data set from a data source or a lower tier analytics module; analyzing the first data set to create a second data set; providing the second data set to at least one higher tier analytics module, the second data set being derived from the first data set; and providing at least one of an inference and an interdiction to the lower tier analytics module
In some examples, a vehicle includes a steering system having a user¬ operated steering control configured to steer the vehicle. The vehicle includes a controller independent of the steering system and configured to receive an indication that the steering system employs dynamic steering angle ratio adjustment of the steering control, and modify an operation of the controller based on the indication.
A method of encoding or decoding a point cloud for representing a three-dimensional location of an object, the point cloud being generated by a device comprising a plurality of beam emitters. The method comprises using information from the beam emitter such as the angle of each beam emitter, and the azimuthal distance between each point capture, to more efficiently represent the point cloud data.
A method of encoding or decoding a point cloud for representing a three-dimensional location of an object, the point cloud being generated by a device comprising a plurality of beam emitters. The method comprises using information from the beam emitter such as the location and angle of each beam emitter to more efficiently represent the point cloud data.
A method for processing a control channel at a user agent (UA) to identify power control commands within a wireless communication system, the method comprising the steps of, at a user agent, monitoring for power control messages on a single carrier, decoding a message received on the single carrier to generate decoded information and using the decoded information to identify a power control command for each of at least first and second carriers.
In some examples, a vehicle includes a steering system having a user-operated steering control configured to steer the vehicle. The vehicle includes a controller independent of the steering system and configured to receive an indication that the steering system employs dynamic steering angle ratio adjustment of the steering control, and modify an operation of the controller based on the indication.
There is provided a method to validate that a synthetic sensor or other application can operate in a computing environment of a vehicle. The synthetic sensor specifies, in a manifest, which sensors of the vehicle it will be reading signals from. The synthetic sensor manifest is enhanced by adding to it an extended universal identifier that carries semantic information. This identifier may then be compared to unique identifiers in a signal catalog of a vehicle to ensure that the sensors of the vehicle will provide information with semantics that are expected by the synthetic sensor.
B60R 16/023 - Electric or fluid circuits specially adapted for vehicles and not otherwise provided forArrangement of elements of electric or fluid circuits specially adapted for vehicles and not otherwise provided for electric for transmission of signals between vehicle parts or subsystems
In some examples, a sensor service receives an indication of interest from a client for sensor data of a first sensor of the plurality of sensors, and allocates buffers in the memory for the plurality of sensors. The sensor service provides a first buffer to a sensor connector that is to receive the sensor data from the first sensor, and receives, from the sensor connector, an indication that the first buffer in the memory has been written with the sensor data from the first sensor. Based on the indication of interest from the client, the sensor service notifies the client that the first buffer is available for reading by the client from the memory.
In some examples, a system includes a kernel scheduler to schedule, for execution, threads to run in an address space of an operating system (OS) kernel according to respective priorities associated with the threads, where each thread of the threads has a user persona and a kernel persona. The kernel scheduler switches each respective thread of the threads to the kernel persona of the respective thread in response to scheduling the respective thread for execution responsive to a kernel call from the respective thread. The kernel scheduler preempts a thread in the kernel persona of the thread that is actively executing in response to an event.
Methods and systems for dynamically routing pulse-code modulated (PCM) audio subchannels to one or more sink devices using a software-based router. The PCM router may set a pre-conversion buffer in the conversion path to a sink device for a particular subchannel if the source PCM fragment size differs from the sink fragment size. It may also compare characteristics of the audio subchannel to the sink device to identify a mismatch and, on that basis, configure the conversion path to include a sample rate converter, a channel converter, or a format converter, as needed. Subchannels can be dynamically routed to two or more sink devices and routing may be changed during playback.
G10L 19/005 - Correction of errors induced by the transmission channel, if related to the coding algorithm
G10L 19/008 - Multichannel audio signal coding or decoding using interchannel correlation to reduce redundancy, e.g. joint-stereo, intensity-coding or matrixing
H04H 60/04 - Studio equipmentInterconnection of studios
In some examples, a system includes a plurality of processors and a kernel scheduler. The kernel scheduler associates each respective processor of the plurality of processors with a collection of clusters, wherein each cluster of the collection of clusters represents a respective different subset of the plurality of processors, and the respective processor is a member of each cluster of the collection of clusters. For each corresponding cluster of the collection of clusters, the kernel scheduler maintains a data structure associated with a ready queue of the kernel scheduler, the data structure comprising elements representing thread priorities, wherein an element of the data structure is associated with an ordered list of threads in the ready queue.
A method for creating a model to add a code summary to functions of assembly language code, the method including tokenizing an assembly code dataset; inputting the tokenized assembly code dataset to a pre-trained transformer-based model; using an encoder to create fixed length embeddings; and using a decoder on the fixed length embeddings to generate the code summary.
In some examples, a system detects a first alert associated with activities of a first group of entities, the first alert generated by a first type of security agent. The system predicts an alert collection including one or more alerts expected to occur based on occurrence of the first alert, wherein a second alert of the alert collection is from a second type of security agent different from the first type of security agent. The system generates one or more remediation actions to apply in response to a pattern of alerts including the first alert and the one or more alerts of the alert collection. The system provides, in an electronic device to be protected against attacks, information of the one or more remediation actions to be applied by the electronic device responsive to occurrence of the pattern of alerts.
A method at a computing device for providing vehicle data to a client, the method including receiving a data object at an ingestor block at the computing device, the ingestor block comprising a plurality of ingestor instances capable of interacting with different entities; converting the data object to a frame; providing the frame to a translation stack at the computing device to convert the frame into a normalized message; and providing the normalized message to the client.
A method at a computing device, the method including receiving, at the computing device, sensor data from a data source; converting, at a playback tool on the computing device, the sensor data into converted data, thereby bypassing abstraction layers at the computing device; and providing the converted data to at least one synthetic sensor on the computing device, wherein each of the at least one synthetic sensor provides an insight regarding operation of the computing device.
In some examples, a system includes an operating system (OS) kernel, one or more hardware processors, and a kernel scheduler. The kernel scheduler receives a first indication that a first thread is to wait for an event, receives a second indication that the first thread has transitioned to a blocked state in which the first thread is blocked on the event, and receives a third indication from a second thread delivering the event, the third indication to unblock the first thread. In response to the third indication, the kernel scheduler causes a transition of the first thread from the wait state to an active state if the first thread is in the wait state and has not yet transitioned to the blocked state, and causes a transition of the first thread from the blocked state to a ready state if the first thread is in the blocked state.
In some examples, a system includes one or more hardware processors, an interrupt service thread to handle an interrupt, and a kernel scheduler to schedule the interrupt service thread as part of a collection of threads to be scheduled.
There are provided methods and apparatuses for a control flow execution-guided deep learning framework for binary code vulnerability detection. Reinforcement learning is to enhance the branching decision at every program state transition and create a dynamic environment to learn the dependency between a vulnerability and certain program states. An implicitly defined neural network enables state transition until convergence, which captures the structural information at a higher level.
G06F 21/57 - Certifying or maintaining trusted computer platforms, e.g. secure boots or power-downs, version controls, system software checks, secure updates or assessing vulnerabilities
In some examples, a system monitors operations in at least one electronic device in which entities are started, created, or modified, and generates an alert based on the monitoring. The system adapts an amount of data collected based on contextual information associated with the alert, where the adapting of the amount of data collected comprises determining whether to include or exclude data associated with a subset of the entities based on any relationships of the subset of the entities to an entity associated with the alert.
Methods and systems for controlling an asset tracking device and, in particular, determining when an asset tracking device attached to a trailer is in close proximity to a truck. The device may enter a sleep mode when the trailer has been coupled to a truck with an electronic logging device (ELD). Thereafter, the device ceases obtaining a GPS location and transmitting the location to a central server. While the trailer and truck remain coupled, the device leverages the ELD by using it to send its GPS location to the central server and therefore, prolong its battery life.
In some examples, a security system detects an alert generated in response to an operation on a device, the operation involving a first process and a first entity. In response to the alert, the security system discovers a second entity that is outside a scope of the alert, and applies remediation actions with respect to the first process, the first entity, and the second entity to address the alert.
A device includes a link layer configured to use a first link layer address and a second link layer address, maintain the first link layer address unchanged for a duration of an association of the device with a wireless network, and change the second link layer address from a first value to a second value during the duration.
A method for natural language processing of a corpus of documents, the method including evaluating the corpus of documents to choose a plurality of topics, using the plurality of topics to generate a topic of topics; and assessing the topic of topics to determine a quality of the natural language processing of the corpus.
A method for natural language processing of a corpus of documents, the method including evaluating the corpus of documents to choose a plurality of topics, using the plurality of topics to generate a topic of topics; and assessing the topic of topics to determine a quality of the natural language processing of the corpus.
