Abstract: A method of detecting the onset of a ransomware attack is presented. In an example embodiment, file backup metadata for each of a plurality of computing devices is accessed and analyzed to detect anomalous file backup activity of individual ones of the computing devices. A determination is made as to whether the detected anomalous file backup activity of at least some of the computing devices is correlated in time. File description metadata for each of the computing devices is also accessed and analyzed to identify files in the computing devices that are anomalous to other files in the computing devices. A determination whether a ransomware attack has begun is based on a determination that the detected anomalous file backup activity of at least some of the computing devices is correlated in time, as well as on the identified anomalous files.

Abstract: In some embodiments, an electronic device displays a user interface associated with a first record label. In some embodiments, the user interface includes one or more representations of artists associated with the first record label and one or more representations of content items, and does not include representations of content or artists not associated with the first record label. In some embodiments, in response to a selection of a representation of a first artist, the electronic device displays a user interface of the content playback application associated with the first artist, which includes one or more representations of content associated with the first artist, but not one or more representations of content associated with the second artist. In some embodiments, in response to a selection of a representation of a first content item, the electronic device initiates a process to access the first content item via the content playback application.

Abstract: A turbine dosing sealing arrangement is disclosed. The sealing arrangement comprises a sealing member and a conduit. The sealing member is configured to engage a turbine housing element at an interface. The conduit projects from the sealing member, the conduit defining at least part of a reductant fluid pathway across the interface.

Abstract: An adapter element for a turbine is disclosed. The adapter element defines a longitudinal axis and comprises a first connection portion, a second connection portion, an outer wall and a dosing structure. The first connection portion is configured to engage the turbine. The second connection portion is configured to engage a conduit. The outer wall extends between the first and second connection portions, the outer wall defining an inner surface and an outer surface. The dosing structure is configured to receive, and expel, reductant.

Abstract: An indexable dispenser is provided for use with a supplements cartridge having a plurality of serving chambers each sealed by a membrane to store a volume of supplement. The dispenser has a housing, a lance, an electrical power source, and a wireless transmitting and receiving device.

Abstract: A method of detecting the onset of a ransomware attack is presented. In an example embodiment, file backup metadata for each of a plurality of computing devices is accessed and analyzed to detect anomalous file backup activity of individual ones of the computing devices. A determination is made as to whether the detected anomalous file backup activity of at least some of the computing devices is correlated in time. File description metadata for each of the computing devices is also accessed and analyzed to identify files in the computing devices that are anomalous to other files in the computing devices. A determination whether a ransomware attack has begun is based on a determination that the detected anomalous file backup activity of at least some of the computing devices is correlated in time, as well as on the identified anomalous files.

Abstract: Disclosed in some examples are systems, methods, and machine readable mediums for identifying insider threats by determining file system element activity models that correlate to undesirable behavior and then utilizing the determined model to detect insider threats. Events involving file system elements of a client computing device (e.g., a network endpoint) may be monitored by a file system element monitoring application on the client computing device. The values of these signals are aggregated across all events of the same type that have occurred within a predetermined time window (e.g., an hour) for a particular client computing device. Each time an aggregated signal has a value over the threshold, an anomaly is recorded. Anomaly counts for each signal are then calculated as the aggregate number of anomalies for a particular signal over a second time period, the span of which is determined by the generation of first anomaly to the close of an alert by the network monitor.

Abstract: A granulated nutritional supplement dispensing machine extracts single-serving doses from a multi-serving supplements cartridge for delivery as a drinkable solution. A lead serving chamber is pierced so that its powered contents drain into a mixing cup together with a metered quantity of water from an integrated water tank. A vibrator unit assists drainage of the granulated materials from the lead serving chamber. The mixing cup is rotated at high speed to blend the water and supplements into a slurry. The supplements cartridge is indexed after (or before) use so that an unopened serving chamber is presented each time for extracting its supplements. This enables partially-used supplements cartridges to be used in the machine, as is conducive in multiple-user households. The supplements cartridge is configured with read-write data capability to indicate whether or not the contents of each serving chamber have been emptied.

Abstract: A multi-serving cartridge assembly is provided with a frame defining serving chambers to receive a supplement. A plurality of trap doors is connected to the frame with each trap door associated with a respective one of the plurality of serving chambers and moveable between a first closed position to enclose the associated serving chamber and a second open position to dispense the supplement therefrom. A dispensing system is provided with a housing including a cartridge bay shaped to receive a cartridge with a plurality of unique identifiers, and a computer control system to read the unique identifier, open the serving chamber, and send a signal to a remote system. A method of dispensing supplement from a cartridge is also provided.

Abstract: Disclosed in some examples are systems, methods, and machine readable mediums for identifying insider threats by determining file system element activity models that correlate to undesirable behavior and then utilizing the determined model to detect insider threats. Events involving file system elements of a client computing device (e.g., a network endpoint) may be monitored by a file system element monitoring application on the client computing device. The values of these signals are aggregated across all events of the same type that have occurred within a predetermined time window (e.g., an hour) for a particular client computing device. Each time an aggregated signal has a value over the threshold, an anomaly is recorded. Anomaly counts for each signal are then calculated as the aggregate number of anomalies for a particular signal over a second time period, the span of which is determined by the generation of first anomaly to the close of an alert by the network monitor.

Abstract: A method of detecting the onset of a ransomware attack is presented. In an example embodiment, file backup metadata for each of a plurality of computing devices is accessed and analyzed to detect anomalous file backup activity of individual ones of the computing devices. A determination is made as to whether the detected anomalous file backup activity of at least some of the computing devices is correlated in time. File description metadata for each of the computing devices is also accessed and analyzed to identify files in the computing devices that are anomalous to other files in the computing devices. A determination whether a ransomware attack has begun is based on a determination that the detected anomalous file backup activity of at least some of the computing devices is correlated in time, as well as on the identified anomalous files.

Abstract: A method for filling a pod is provided. A pod is provided and has a housing defining a plurality of serving chambers arranged in an annular array and surrounding a drive hub. Data is received that is indicative of a customized nutritional supplement for the pod to a controller of an automated filling station. The customized nutritional supplement is filled into at least one of the plurality of serving chambers of the pod via the automated filling station by controlling a plurality of hoppers of the filling station to dispense the customized supplement into the plurality of serving chambers of the pod. Each hopper contains a corresponding ingredient available for the customized supplement.

Abstract: A granulated nutritional supplement dispensing machine extracts single-serving doses from a multi-serving supplements cartridge for delivery as a drinkable solution. A lead serving chamber is pierced so that its powered contents drain into a mixing cup together with a metered quantity of water from an integrated water tank. A vibrator unit assists drainage of the granulated materials from the lead serving chamber. The mixing cup is rotated at high speed to blend the water and supplements into a slurry. The supplements cartridge is indexed after (or before) use so that an unopened serving chamber is presented each time for extracting its supplements. This enables partially-used supplements cartridges to be used in the machine, as is conducive in multiple-user households. The supplements cartridge is configured with read-write data capability to indicate whether or not the contents of each serving chamber have been emptied.

Abstract: Systems and techniques for an automatic graph-based detection of unlikely file possession are described herein. In an example, a system for detecting unauthorized file possession is adapted to generate a networked computing environment graph for files and the devices which store the files. The detection system may be further adapted to identify a file in question and a device in question that is in possession of the file in question. The detection system may be further adapted to generate a set of connection paths from the device in question to the file in question based upon the edges of the graph. The detection system may be further adapted to determine the device in question should not have possession of the file in question based on a set of metrics derived from the connection paths. The detection system may be further adapted to generate an alert based on the determination.

Abstract: An indexable dispenser is provided for use with a supplements cartridge having a plurality of serving chambers each sealed by a membrane to store a volume of supplement. The dispenser has a housing, a lance, an electrical power source, and a wireless transmitting and receiving device.

Abstract: A manually indexable dispenser, a system, and a method are provided for use with dispensing a nutritional supplements cartridge having a plurality of serving chambers each sealed by a membrane to store a volume of granulated nutritional supplement. The dispenser, the system, and the method are configured to transmit a wireless signal indicative of dispensing of supplements and/or a time of dispensing, and receive a wireless signal containing data indicative of a user notification for a reminder for a user to take a supplement at a specified time.

Abstract: Systems and techniques for an automatic graph-based detection of unlikely file possession are described herein. In an example, a system for detecting unauthorized file possession is adapted to generate a networked computing environment graph for files and the devices which store the files. The detection system may be further adapted to identify a file in question and a device in question that is in possession of the file in question. The detection system may be further adapted to generate a set of connection paths from the device in question to the file in question based upon the edges of the graph. The detection system may be further adapted to determine the device in question should not have possession of the file in question based on a set of metrics derived from the connection paths. The detection system may be further adapted to generate an alert based on the determination.

Abstract: A granulated nutritional supplement dispensing machine extracts single-serving doses from a multi-serving supplements cartridge for delivery as a drinkable solution. A lead serving chamber is pierced so that its powered contents drain into a mixing cup together with a metered quantity of water from an integrated water tank. A vibrator unit assists drainage of the granulated materials from the lead serving chamber. The mixing cup is rotated at high speed to blend the water and supplements into a slurry. The supplements cartridge is indexed after (or before) use so that an unopened serving chamber is presented each time for extracting its supplements. This enables partially-used supplements cartridges to be used in the machine, as is conducive in multiple-user households. The supplements cartridge is configured with read-write data capability to indicate whether or not the contents of each serving chamber have been emptied.

Abstract: A pod for dispensing a nutritional supplement, and a method if providing a nutritional supplement are provided. The pod has a housing defining a plurality of serving chambers arranged in an annular array and surrounding a drive hub. A nutritional supplement is provided within at least one of the plurality of serving chambers. The nutritional supplement has at least one active ingredient and an effervescent agent to form a gas when the nutritional supplement is dispensed from the pod and dissolved in a liquid. At least one sealing member is connected to the housing and extends over the plurality of serving chambers. The at least one sealing member is removable to open a selected one of the plurality of serving chambers to dispense supplement therein.

Abstract: Systems and techniques for an automatic graph-based detection of unlikely file possession are described herein. In an example, a system for detecting unauthorized file possession is adapted to generate a networked computing environment graph for files and the devices which store the files. The detection system may be further adapted to identify a file in question and a device in question that is in possession of the file in question. The detection system may be further adapted to generate a set of connection paths from the device in question to the file in question based upon the edges of the graph. The detection system may be further adapted to determine the device in question should not have possession of the file in question based on a set of metrics derived from the connection paths. The detection system may be further adapted to generate an alert based on the determination.