Abstract: Disclosed are pharmaceutical compositions comprising tedizolid phosphate, methods of preparing such pharmaceutical compositions, and methods of treating bacterial infections with such pharmaceutical compositions. Specifically, a pharmaceutical composition comprising tedizolid phosphate, an acid; and a suspending agent; and wherein the pH of the composition upon constitution with water is between about pH 2-4.5, is provided, wherein the acid is not citric acid or malic acid.

Abstract: A protective braided sleeve and method of construction are provided. The braided sleeve includes a seamless, circumferentially continuous, tubular wall extending lengthwise along a central longitudinal axis between opposite ends. The wall includes a plurality of yarns braided with one another. At least one of the yarns is activatable to lock the plurality of yarns in fixed relation with one another to inhibit the expansion of the wall.

Abstract: Techniques are described for managing cookies, including separately managing cookie data associated with different browser tabs. Cookie management includes the isolation of whitelisted cookies from server responses into background storage and then back onto server requests, removing those cookies from the response header and thus from the cookie store. This isolation is managed with the concept of tab ownership between parent and child tabs to maintain isolation separately for each owner (e.g., the parent) and its children. Exposure to client pages is handled by placing those cookies into a keyed location in session storage for every tab where that cookie is to be visible. An event is then triggered for that client page to let it know that session storage has been updated.

Abstract: A moving robot has at least one surface wave transducer or a transmitter and receiver, to identify defects on or in a surface on which the robot moves, and provide data indicative of the location, size and/or orientation of the defects from robot position data.

Abstract: An endpoint coupled in a communicating relationship with an enterprise network may include a data recorder configured to store an event stream of data indicating events on the endpoint including types of changes to computing objects, a filter configured to locally process the event stream into a filtered event stream including a subset of types of changes to the computing objects, and a local security agent. The local security agent may be configured to transmit the filtered event stream to a threat management facility, respond to a filter adjustment from the threat management facility by adjusting the filter to modify the subset of types of changes included in the filtered event stream, and respond to a query from the threat management facility by retrieving data stored in the data recorder over a time window before the query and excluded from the filtered event stream.

Abstract: An event graph can be generated, and, upon malware detection, traversed backward to identify a root cause associated with the malware detection. Using this information, rules for earlier malware detection can be created by analyzing the event graph proximal to the root cause rather than proximal to the malware detection trigger.

Abstract: An event graph associated with a root cause for a change in security state on an endpoint is used to facilitate malware detection on other endpoints.

Abstract: A non-transitory computer readable medium stores instructions that, when executed by a processor, cause the processor to utilize artificial intelligence to update a mission for an aircraft flown by a pilot. The instructions include: receiving, from at least one storage device, pre-event preparation information that identifies a mission for the aircraft and includes historical information about the pilot; receiving, from an operator device, event execution information that describes how the aircraft is being flown; comparing the pre-event preparation information to the event execution information and the historical information about the pilot using artificial intelligence to determine a deviation from the mission indicating that the mission will likely not be successful; and updating the mission based on the deviation.

Abstract: Activity on an endpoint is monitored in two stages with a local agent. In a first stage, particular computing objects on the endpoint are selected for tracking. In a second stage, particular types of changes to those objects are selected. By selecting objects and object changes in this manner, a compact data stream of information highly relevant to threat detection can be provided from an endpoint to a central threat management facility. At the same time, a local data recorder creates a local record of a wider range of objects and changes. The system may support forensic activity by facilitating queries to the local data recorder on the endpoint to retrieve more complete records of local activity when the compact data stream does not adequately characterize a particular context.

Abstract: An enterprise security system is improved by instrumenting endpoints to explicitly label network flows according to sources of network traffic. When a network message from an endpoint is received at a gateway, firewall, or other network device/service, the network message may be examined to determine the application on the endpoint that originated the request, and this source information may be used to control routing or other handling of the network message.

Abstract: A data recorder stores endpoint activity on an ongoing basis as sequences of events that causally relate computer objects such as processes and files. When a security event is detected, an event graph may be generated based on these causal relationships among the computing objects. For a root cause analysis, the event graph may be traversed in a reverse order from the point of an identified security event (e.g., a malware detection event) to preceding computing objects, while applying one or more cause identification rules to identify a root cause of the security event. Once a root cause is identified, the event graph may be traversed forward from the root cause to identify other computing objects that are potentially compromised by the root cause.

Abstract: This disclosure relates generally to an apparatus for creating a mechanically-wound infusion pump which can be used in a medical context to provide steady, reliable mechanical infusion amounts without relying on electricity and which can operate accurately in areas where electric power is not available or when ambulation is desired.

Abstract: The CLOUD SERVICE FACILITATOR APPARATUSES, METHODS AND SYSTEMS (“CSF”) transforms user purchase requests, refund requests, and product/service replacement requests via CSF components into transaction records, refunds, and replacement products/services outputs. The CSF may receive a consumer purchase request for a cloud service from a merchant. In response to the request, the CSF may generate a unique record key for the purchase and may transmit the unique record key to the merchant. The CSF may further receive additional transaction information and the unique record key from the merchant. In response to the received information and the unique key, the CSF may provide additional service to the merchant or the consumer.

Abstract: Methods, computer-readable media, software, and apparatuses are provided to assist a user and vendor in completing an online trusted transaction. Trusted vendor websites are verified and user identities are confirmed through a cyber-security safe logon credentialing system. The vendor can be confident that the user identity has been verified to be who they say they are and the user can be confident that they are using a trusted verified vendor website.

Abstract: Methods for controlling genetic learning for predictive models using predefined strategies may include, for each of a plurality of agents, selecting a type of predictive model. A strategy may be selected from predefined strategies. Candidate genomes may be generated and may include a plurality of genes. Each gene may be associated with a feature of the agent predictive model. A fit of each candidate genome to the agent strategy may be determined. A candidate genome may be selected based on the fit. For each of a plurality of epochs, a plurality of training iterations may be performed for each agent. A fitness of each agent predictive model may be determined. A subset of agents with a highest fitness may be determined. For each agent of the subset, at least one new agent may be generated. The genomes of the new agents may be merged with some genomes of the subset.

Abstract: The compositions and methods provided herein are related, in part, to the discovery of cholic acid 7-sulfate as a treatment for diabetes. Provided herein is a method for treating a metabolic disorder (e.g., diabetes, obesity), or an inflammatory disease (e.g., Crohn's disease, inflammatory bowel disease, ulcerative colitis, pancreatitis, hepatitis, appendicitis, gastritis, diverticulitis, celiac disease, food intolerance, enteritis, ulcer, gastroesophageal reflux disease (GERD), psoriatic arthritis, psoriasis, and rheumatoid arthritis) in a subject in need thereof comprising administering to a subject a compound of Formulae (I)-(XVII).

Abstract: A computer-implemented method includes receiving a payment request for a financial transaction and determining whether the financial transaction violates at least one of a hard or soft rule associated with a customer account. The method also includes, in response to determining that the transaction does not violate a hard rule but violates a soft rule, determining whether the financial transaction is low risk and, in response to determining that the financial transaction is low risk, authorizing the payment for the transaction. The method further includes updating the violated soft rule such that future financial transactions similar to the authorized financial transaction do not violate the soft rule.

Abstract: Methods, computer-readable media, software, and apparatuses are provided to assist a user and vendor in completing an online trusted transaction. Trusted vendor websites are verified and user identities are confirmed through a cyber-security safe logon credentialing system. The vendor can be confident that the user identity has been verified to be who they say they are and the user can be confident that they are using a trusted verified vendor website.

Abstract: A security driver loads early in the boot process for a compute instance and detects processes that are subsequently launched. The detected processes can be recorded, and then scanned with any suitable malware scanning tool(s) once a user mode is available on the compute instance. After the operating system is installed and a user mode is available, other scanning tools may also be deployed (e.g., in the user mode) to augment security of the compute instance.

Abstract: Aspects of the disclosure relate to a system and method for securely authenticating a device via token(s) and/or verification computing device(s). A verification computing device may generate a pseudorandom number or sequence. Based on the pseudorandom number or sequence, the verification computing device may select a first plurality of parameters associated with a user of a device to be authenticated. The verification computing device may transmit, to the device, the pseudorandom number or sequence, and the device may select a second plurality of parameters. The device may generate a token based on the second plurality of parameters. The device may send the token to another device, and the other device may send the token to the verification computing device. The verification computing device may authenticate the device based on the token.