Abstract: A method for rendering results of an audit includes receiving data corresponding to the results of the audit. The data includes an image to be rendered on a display screen of an electronic computing device. The data includes one or more insights derived from the results of the audit. A user of the electronic computing device is identified. The image is rendered on the display screen. One or more insights derived from the results of the audit are rendered on top of the image on the display screen. A content of the one or more insights derived from the results of the audit that are rendered on top of the image on the display screen is dependent upon the identity of the user of the electronic computing device.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for PQC. An example method includes transmitting a first portion of an electronic communication to a client device over a non-PQC communications channel, wherein the first portion of the electronic communication comprises a PQC request data structure. The example method further includes receiving a PQC acknowledgment data structure from the client device over the non-PQC communications channel. The example method further includes transmitting a quantum cryptographic key to the client device over a quantum communications channel and authenticating a session with the client device over the non-PQC communications channel based on the quantum cryptographic key. Subsequently, the example method includes transmitting a second portion of the electronic communication to the client device over a PQC communications channel.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for providing passive continuous session authentication. An example method includes authenticating a session for a user of a client device. The example method further includes generating a video data structure comprising a video stream, deriving a set of biometric attributes of the user from the video stream, synchronizing temporal information with the set of biometric attributes derived from the video stream, generating an aggregated behavioral attribute data structure comprised of the video data structure and the set of biometric attributes derived from the video stream synchronized to the temporal information, and re-authenticating, by the session authentication circuitry at a second time after the first time, the session for the user of the client device based on the aggregated behavioral attribute data structure.

Abstract: A packed-bed bioreactor is provided that includes: a vessel having an interior cavity defined by an outer wall; and a center column disposed within the interior cavity. The center column includes a columnar sidewall defining an inner region within the center column, the columnar sidewall separating the inner region from an outer region within the interior cavity. The bioreactor further includes a cell culture substrate disposed in the outer region of the cavity, the cell culture substrate surrounding the center column; at least one port extending through the vessel for at least one supply and removal of media to or from the interior cavity; and a fountain head element disposed above the center column.

Abstract: An example method includes, responsive to receipt of a task request to perform a task (e.g., associated with a service), and further responsive to generation of an avatar instance from an avatar object representing at least one device having a defined group of capabilities, selecting devices (e.g., service providers providing microservices) to perform sub-tasks associated with the task, wherein each of the devices has at least one defined capability, and wherein the task request includes parameter values, and sending, to the devices, at least one sub-task request to perform the sub-tasks, the at least one sub-task request including at least one parameter value, responsive to sending the at least one sub-task request, receiving, from the devices, sub-task replies associated with performance of the sub-tasks, and sending, based on the sub-task replies, a task reply associated with performance of the task. The example method may support autonomous or semi-autonomous configurations.

Abstract: A plurality of files that include unsearchable computer data may be analyzed and tagged. A plurality of tags that relate to characteristics of the files is determined. The characteristics relate to both the data included in the files as well as the general structure or nature of the files. The plurality of computer files is then tagged or associated with these tags, enabling the plurality of computer files to be searched to identify and retrieve relevant files of the computer files. The tags may be updated in response to various prompts to reflect changing computer files.

Abstract: Methods, apparatuses, and computer program products are disclosed for securely delivering digital content to a user. An example method includes receiving a request for digital content for presentation by a first user device associated with a first user profile and receiving contextual device data of the first user device. The example method further include comparing the contextual device data of the first user device and a secure context dataset to determine a device delivery context of the first user device. In instances in which the contextual device data of the first user device fails to satisfy one or more security thresholds defined by the secure context dataset, the method determines an unsecure delivery context and generates secured digital content. The example method further includes causing presentation of the secured digital content via a second user device associated with the first user profile.

Abstract: Embodiments of the present disclosure provide for improvements in managing connection channels for multiple associated users. As connection channel changes occur for one or more users, various connection channels are updated such that appropriate functionality is accessible as determined based on aspects of the connection channel change.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for providing continuous session authentication and monitoring. An example method includes authenticating, at a first time, a session for a user of the client device based on an authentication image data structure and a plurality of first video frames captured before the first time. The example method further includes extracting sample data from a monitor region for each of a plurality of second video frames captured after the first time and generating motion data based on the extracted sample data. The example method further includes detecting, at a second time, a re-authentication trigger event based on the motion data. Subsequently, the example method includes re-authenticating the session based on the authentication image data structure and a plurality of third video frames captured after the second time.

Abstract: Systems, methods, and apparatuses for facilitating rewards are described herein. The system includes internet of things (IoT) devices associated with each of a plurality of users. A reward computing system includes input/output (I/O) devices configured to receive sensor data associated with an environment. The reward computing system is configured to generate a location data and/or an entity positioning data set associated with at least one of the plurality of users and based on the sensor data. The computing system is also configured to determine a behavior of each of the plurality of users. The reward computing system is also configured to generate a plurality of reward tokens and associate the reward tokens with one or more of the plurality of users and based on at least one of the location data set, the entity positioning data set and the behavior of the plurality of users.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for post-quantum cryptography (PQC). An example method includes transmitting a first portion of an electronic communication to a client device over a non-PQC communications channel. The example method further includes transmitting a second portion of the electronic communication to the client device over a PQC communications channel. In some instances, the first portion of the electronic communication may comprise overhead data, and the second portion of the electronic communication may comprise payload data.

Abstract: Systems and methods may generally be used to securely store an executable file or to compile a securely stored executable file. An example method may include receiving an executable file for long-term storage, segmenting the executable file into a plurality of file segments, encrypting a file segment of the plurality of file segments, storing the plurality of file segments, and retrieving the file segment based on a segment identity for the file segment. The file segment may be output, for example to a requesting device.

Abstract: A computer system for facilitating peer-to-peer anonymous lending between members of a business syndicate is disclosed. The system is structured to generate, by a disaster funding modeler circuit, based on disaster and economy data received from an external source, a projection of a need for a loan for a particular syndicate member located in a particular geographical area. The location of the syndicate member is determined based on member-provided information and/or based on global positioning system (GPS) information received from the member's computing device. This information is supplemented by additional information received from a municipality computer system (e.g., vehicle positioning information). The system is further structured to facilitate a peer-to-peer loan transaction.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for post-quantum cryptography (PQC). An example method includes receiving data, a set of data attributes about the data, and a risk profile data structure indicative of a vulnerability of the data in a PQC data environment. The example method further includes retrieving PQC cryptographic performance information associated with a set of PQC cryptographic techniques. The PQC cryptographic performance information may comprise a set of PQC cryptographic performance attributes for each PQC cryptographic technique in the set of PQC cryptographic techniques. The example method further includes generating a set of PQC encryption attributes for encrypting the data based on the set of data attributes, the risk profile data structure, and the PQC cryptographic performance information. Subsequently, the example method includes encrypting the data based on the set of PQC encryption attributes.

Abstract: A method may include, receiving, at a server device and from a requesting computing device associated with a requesting user, a request for a data item. The data item configured may be configured as a data structure and include an encrypted data payload; metadata identifying a source of the payload and when the data payload was captured; and a token identifying an owner of the data item and access rights to the data item. The method may include parsing he token to identify the owner of the data item; transmitting the request for the data item to a computing device associated with the owner; receiving a response from the computing device. The response may indicate the requesting user may access the data item, and in response, transmit a decryption key to the requesting computing device for the encrypted data payload. The method may include updating the token.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for providing passive continuous session authentication. An example method includes authenticating a session for a user of a client device. The example method further includes generating a video data structure comprising a video stream, deriving a set of biometric attributes of the user from the video stream, synchronizing temporal information with the set of biometric attributes derived from the video stream, generating an aggregated behavioral attribute data structure comprised of the video data structure and the set of biometric attributes derived from the video stream synchronized to the temporal information, and re-authenticating, by the session authentication circuitry at a second time after the first time, the session for the user of the client device based on the aggregated behavioral attribute data structure.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for post-quantum cryptography (PQC). An example method includes generating encrypted data. The example method further includes monitoring a set of data environments comprising the encrypted data, wherein a data environment associated with the set of data environments comprises one or more quantum computing techniques. The example method further includes generating quantum computing (QC) detection data comprising one or more instances of the one or more quantum computing techniques decrypting the encrypted data. The example method further includes, subsequent to the generation of the QC detection data, encrypting data based on the QC detection data, wherein the data is encrypted based on a set of PQC encryption attributes absent from the QC detection data.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for quantum computing (QC) detection. An example method includes generating QC detection data. The example method further includes generating a pair of asymmetric cryptographic keys comprising a public cryptographic key and a private cryptographic key, generating encrypted QC detection data based on the pair of asymmetric cryptographic keys, and destroying the private cryptographic key. The example method further includes monitoring a set of data environments for electronic information related to the encrypted QC detection data. Subsequently, the example method may include generating a QC detection alert control signal in response to detection of the electronic information related to the encrypted QC detection data.

Abstract: Systems, apparatuses, methods, and computer program products are disclosed for quantum computing (QC) detection. An example method includes generating QC detection data. The example method further includes generating a pair of asymmetric cryptographic keys comprising a public cryptographic key and a private cryptographic key, generating encrypted QC detection data based on the pair of asymmetric cryptographic keys, and destroying the private cryptographic key. The example method further includes monitoring a set of data environments for electronic information related to the encrypted QC detection data. Subsequently, the example method may include generating a QC detection alert control signal in response to detection of the electronic information related to the encrypted QC detection data.

Abstract: A distributed device rating system includes a device that is configured to send, to a central authority system, a query to identify at least one other device with which to perform a transaction, where the query specifies one or more criteria associated with the transaction, receive, from the central authority system, an identification of one or more candidate devices with which to perform the transaction, receive rating information associated with the one or more candidate devices, where the rating information identifies at least one characteristic of services previously performed by the one or more candidate devices, determine whether the rating information associated with at least one candidate device of the one or more candidate devices satisfies a rating threshold, and, responsive to determining that the rating information satisfies the rating threshold, initiate, with the at least one candidate device, performance of the transaction.