Abstract: A processing system including at least one processor may detect an accessing of a file, where the accessing comprises a read operation, generate a copy of the file in response to detecting the accessing of the file, and store the copy of the file in a designated storage location. The processing system may further detect a completion of the accessing of the file, apply a checksum operation to the file to generate a checksum in response to detecting the completion of the accessing of the file, determine that the checksum does not match an expected checksum for the file, and generate an alert of a possible manipulation of the file in response to determining that the checksum does not match the expected checksum.

Abstract: A system includes an orchestrator for a software-defined network and configured to receive a request for operation of the software-defined network, a software-defined network controller in communication with the orchestrator through a northbound application programming interface, at least one network element in communication with the software defined network controller though a southbound application programming interface, and a mutable network element configured to receive the request and instantiate a virtual function within the mutable network element to test the at least one network element in accordance with the request.

Abstract: In some implementations, a device for providing dual uplink processing paths may include a human listening (HL) input processing unit configured to receive an audio stream and pre-process the audio stream to create a first audio signal adapted for human listening via a first uplink processing path, a machine listening (ML) input processing unit configured to receive the audio stream and pre-process the audio stream to create a second audio signal adapted for machine listening via a second uplink processing path, and a network interface unit configured to transmit the first audio signal via the first uplink processing path and transmit the second audio signal via the second uplink processing path to a remote server.

Abstract: In some implementations, a device for providing dual uplink processing paths may include a human listening (HL) input processing unit configured to receive an audio stream and pre-process the audio stream to create a first audio signal adapted for human listening via a first uplink processing path, a machine listening (ML) input processing unit configured to receive the audio stream and pre-process the audio stream to create a second audio signal adapted for machine listening via a second uplink processing path, and a network interface unit configured to transmit the first audio signal via the first uplink processing path and transmit the second audio signal via the second uplink processing path to a remote server.

Abstract: The present invention relates generally ultrasensitive assays for use in diagnostics and in methods of drug screening and personalizing therapy for an individual patient. Specifically, the present invention relates to improved imaging and computational methods for detecting molecular phenotypes.

Abstract: A method of routing communications according to a loyalty program can include receiving guest information upon checking-in at a location associated with a loyalty program indicating an identifier for communications to a guest while checked-in via the location and associating the identifier for communications to the guest with a guest profile upon receiving the guest information upon checking-in.