Abstract: Various embodiments described herein relate to device abuse detection using machine learning. In this regard, a system compares accelerometer data of an electronic device with a plurality of defined accelerometer threshold values to identify a primary abuse event category associated with the electronic device. In response to the primary abuse event category being identified, the system generates a first prediction for a secondary abuse event category associated with the electronic device based on a machine learning technique associated with inertial data of the electronic device, image data generated by the electronic device, and audio data captured by the electronic device. Furthermore, the system transmits the inertial data, the image data and the audio data to a network server device associated with a machine learning service to facilitate generation of a second prediction for the secondary abuse event category based on the inertial data, the image data, and the audio data.

Abstract: Described herein are systems and methods for interacting with access control devices. In overview, a human user physically identifies an access control device with which he/she wishes to interact, for example in the context of providing commissioning and/or configuration data. The user then makes a physical local interaction with the device, for example by way of a smartcard having predefined characteristics. This causes the access control device to enable a wireless communications protocol, thereby to allow the user to discover the device using a portable device which implements a complementary wireless communications protocol. Commissioning information is then provided by way of the portable device to the access control device in a wireless manner. Once this is complete, the access control device disables the wireless communications protocol.

Abstract: Described herein are systems and methods for managing access control devices. In overview, an access control device is configured to function on the basis of an applied set of configuration data. For example, the manner in which the device processes an access request is dependent on the configuration data. A device according to an embodiment of the present invention is configured to locally maintain plurality of uniquely applicable sets of configuration data. Each set, when applied, causes the device to function in accordance with a respective mode of operation. The device is configured to change which set of configuration data is applied in response to a predetermined command, thereby allowing the device to shift between modes of operation relatively quickly and without the need to download additional configuration data.

Abstract: Described herein are systems and methods for access control management, these generally being directed towards location aware access control management. Embodiments of the invention have been particularly developed for providing additional functionalities in access control systems having disconnected devices, and the present disclosure is primarily focused accordingly. For example, embodiments include access control devices configured to operate in conjunction with a GPS receiver or other source of geographical positional information, and methods associated with the use of such devices.

Abstract: Described herein are systems and methods for commissioning access control devices. In overview, a carrier substrate such as a smartcard is used to commission a plurality of access control devices. Measures are implemented such that the individual access control devices are uniquely commissioned. That is, no two devices apply identical commissioning data, hi some embodiments this is achieved by, as part of the commissioning process at a given access control device, modifying one or more aspects of the data carried by the carrier substrate.

Abstract: Described herein are systems and methods for configuring access control devices. In overview, some embodiments provide for a method whereby a smartcard is used to configure a disconnected access control device. A user presents this smartcard to a connected access control device which, in response to the presentation of this card, allows the user to download to the smartcard one or more aspects of configuration data for a specified disconnected access control device. The user subsequently presents the smartcard to the relevant disconnected access control device, which uploads and selectively applies the one or more aspects of configuration data.

Abstract: Described herein are systems and methods for managing access control devices. In overview, an access control device is configured to function on the basis of an applied set of configuration data. For example, the manner in which the device processes an access request is dependent on the configuration data. A device according to an embodiment of the present invention is configured to locally maintain plurality of uniquely applicable sets of configuration data. Each set, when applied, causes the device to function in accordance with a respective mode of operation. The device is configured to change which set of configuration data is applied in response to a predetermined command, thereby allowing the device to shift between modes of operation relatively quickly and without the need to download additional configuration data.

Abstract: Described herein are systems and methods for interacting with access control devices. In overview, a human user physically identifies an access control device with which he/she wishes to interact, for example in the context of providing commissioning and/or configuration data. The user then makes a physical local interaction with the device, for example by way of a smartcard having predefined characteristics. This causes the access control device to enable a wireless communications protocol, thereby to allow the user to discover the device using a portable device which implements a complementary wireless communications protocol. Commissioning information is then provided by way of the portable device to the access control device in a wireless manner. Once this is complete, the access control device disables the wireless communications protocol.

Abstract: Described herein are systems and methods for access control management, these generally being directed towards location aware access control management. Embodiments of the invention have been particularly developed for providing additional functionalities in access control systems having disconnected devices, and the present disclosure is primarily focused accordingly. For example, embodiments include access control devices configured to operate in conjunction with a GPS receiver or other source of geographical positional information, and methods associated with the use of such devices.

Abstract: Described herein are systems and methods for commissioning access control devices. In overview, a carrier substrate such as a smartcard is used to commission a plurality of access control devices. Measures are implemented such that the individual access control devices are uniquely commissioned. That is, no two devices apply identical commissioning data, hi some embodiments this is achieved by, as part of the commissioning process at a given access control device, modifying one or more aspects of the data carried by the carrier substrate.

Abstract: Described herein are systems and methods for configuring access control devices. In overview, some embodiments provide for a method whereby a smartcard is used to configure a disconnected access control device. A user presents this smartcard to a connected access control device which, in response to the presentation of this card, allows the user to download to the smartcard one or more aspects of configuration data for a specified disconnected access control device. The user subsequently presents the smartcard to the relevant disconnected access control device, which uploads and selectively applies the one or more aspects of configuration data.