Abstract: The techniques described herein relate to a method including: receiving, by a processor, a data record having a plurality of fields; generating, by the processor, a risk score for the data record using a predictive model; determining, by the processor, that the data record is a potential anomaly based on the risk score; identifying, by the processor, an anomalous field from the plurality of fields; generating, by the processor, a plurality of permutations of the data record, the plurality of permutations generated by changing a value of the anomalous field; and outputting, by the processor, a replacement record selected from the plurality of permutations, the replacement record having a field value for the anomalous field that generates a lowest risk score among the plurality of permutations.

Abstract: In an embodiment, a control device that is configured to onboard a target device to a secure local network by discovering a set of devices over a bootstrapping interface, establishing a bootstrap connection to at least one device from the set of devices in response to the discovery without authorizing the at least one device to access the secure local network, instructing the at least one device via the bootstrap connection to activate an observable function that is configured to be observable to one or more observation entities that are separate from the control device and are in proximity to the at least one device, determining whether an operator of the control device verifies that the observable function has been successfully detected as performed by the target device and selectively authorizing the at least one device to access the secure local network based on the determination.

Abstract: The disclosure is related to identifying an Internet of Things (IoT) device with an image of the IoT device. A user device captures the image of the IoT device, wherein the image of the IoT device includes at least a portion of an environment around the IoT device, and transmits the image from the user device to the IoT device, wherein the IoT device associates the image with information identifying the IoT device. The IoT device receives the image of the IoT device from the user device, stores the image of the IoT device, and associates the image of the IoT device with information identifying the IoT device.

Abstract: In an embodiment, a control device that is configured to onboard a target device to a secure local network by discovering a set of devices over a bootstrapping interface, establishing a bootstrap connection to at least one device from the set of devices in response to the discovery without authorizing the at least one device to access the secure local network, instructing the at least one device via the bootstrap connection to activate an observable function that is configured to be observable to one or more observation entities that are separate from the control device and are in proximity to the at least one device, determining whether an operator of the control device verifies that the observable function has been successfully detected as performed by the target device and selectively authorizing the at least one device to access the secure local network based on the determination.

Abstract: The disclosure relates to using discoverable peer-to-peer (P2P) services to remotely “onboard” headless devices over a Wi-Fi network. In particular, an onboardee device may enter an onboarding mode in which the onboardee device becomes a Wi-Fi access point (AP) and an onboarder device connected to a private Wi-Fi network may discover the onboardee device and establish a secured session to engage with the P2P services running thereon. The first time that the onboarder device and the onboardee device engage with one another, the secured session may be established based on a key exchange that uses a well-known secret (e.g., a default passphrase), which may be immediately changed to a shared secret. The onboarder device may then transfer an onboarding configuration to the onboardee device, which may be instructed to validate the onboarding configuration and connect to the Wi-Fi network prior to entering the connected mode.

Abstract: The disclosure is related to identifying an Internet of Things (IoT) device with an image of the IoT device. A user device captures the image of the IoT device, wherein the image of the IoT device includes at least a portion of an environment around the IoT device, and transmits the image from the user device to the IoT device, wherein the IoT device associates the image with information identifying the IoT device. The IoT device receives the image of the IoT device from the user device, stores the image of the IoT device, and associates the image of the IoT device with information identifying the IoT device.

Abstract: The disclosure relates to wireless communications. An aspect determines whether or not an attempt to connect to a local wireless network using a given network configuration failed, determines whether or not a previous attempt to connect to the local wireless network using the given network configuration was successful, and if the attempt to connect failed and the previous attempt was successful, switches between a state of retrying to connect to the local wireless network and a state of waiting to receive a new network configuration.

Abstract: The disclosure relates to using discoverable peer-to-peer (P2P) services to remotely “onboard” headless devices over a Wi-Fi network. In particular, an onboardee device may enter an onboarding mode in which the onboardee device becomes a Wi-Fi access point (AP) and an onboarder device connected to a private Wi-Fi network may discover the onboardee device and establish a secured session to engage with the P2P services running thereon. The first time that the onboarder device and the onboardee device engage with one another, the secured session may be established based on a key exchange that uses a well-known secret (e.g., a default passphrase), which may be immediately changed to a shared secret. The onboarder device may then transfer an onboarding configuration to the onboardee device, which may be instructed to validate the onboarding configuration and connect to the Wi-Fi network prior to entering the connected mode.

Abstract: A method of conserving client resources associated with a mobile device may include receiving a data message for an intended subscriber of a mobile solution provider, storing the data message in a computer readable storage medium, and, in response to receiving the data message, determining whether a TCP socket can be opened with a mobile device associated with the intended subscriber. If a TCP socket can be opened, the method may include opening a TCP socket with the mobile device and sending to the mobile device one or more instructions for activating the mobile device. A request for data transfer may be received from the mobile device, and the data message may be retrieved from the computer-readable storage medium. The data message may be sent to the mobile device over the TCP socket.