Abstract: Systems, computer program products, and methods are described herein for synthetic intrusion data generation and remediation via machine learning. The present disclosure includes training a first machine learning model using a plurality of malicious code segments from a code repository, generating, using the first machine learning model, a predetermined number of generated code segments, training a second machine learning model using the plurality of malicious code segments, generating, by using the second machine learning model, at least one generated heuristic mitigation resource for the generated code segments, analyzing, via a static heuristics analysis, stored code on an endpoint device, and applying the at least one generated heuristic mitigation resource upon a first condition wherein the static heuristics analysis identifies a malicious activity.

Abstract: Systems, computer program products, and methods are described herein for synthetic intrusion data generation and remediation via machine learning. The present disclosure includes training a first machine learning model using a plurality of malicious code segments from a code repository, generating, using the first machine learning model, a predetermined number of generated code segments, training a second machine learning model using the plurality of malicious code segments, generating, by using the second machine learning model, at least one generated heuristic mitigation resource for the generated code segments, analyzing, via a static heuristics analysis, stored code on an endpoint device, and applying the at least one generated heuristic mitigation resource upon a first condition wherein the static heuristics analysis identifies a malicious activity.

Abstract: The present invention provides methods for treating co-morbid transaminasemia associated with a glycogen storage disorder. In certain embodiments, the invention provides methods for assessing readiness of a subject with Pompe disease for combination therapy with an anti-transaminitis agent.

Abstract: A temperature controlled seating assembly allowing athletes to rest in a temperature controlled environment includes an enclosure having a seating unit positioned therein. The seating unit can seat multiple users. A heating and cooling unit is engaged to the enclosure and controls a temperature within the enclosure, thus allowing the users, such as athletes, to rest in a temperature controlled environment.

Abstract: A portable refrigerator assembly includes a refrigerator that has a box and a door that is hingedly coupled to the box. A plurality of feet is each coupled to and extends laterally away from the refrigerator for stabilizing the refrigerator on a support surface. A cooling unit is provided and the cooling unit is positioned in the refrigerator such that the cooling unit is in thermal communication with an interior of the refrigerator. In this way the cooling unit can cool the interior of the refrigerator. A pair of warming plates is each coupled to the refrigerator and a food item can be positioned on each of the warming plates. Additionally, each of the warming plates generates heat when the warming plates are turned on to warm the food item.

Abstract: A combined purse and security fastener includes a purse including a storage section and a flexible shoulder strap affixed thereto, and a security fastener slidably coupled to the purse. Such a security fastener includes a flexible chain and a shoulder pad adjustably engaged with the flexible chain. Advantageously, the flexible chain is looped through the flexible shoulder strap and interlinked therewith such that the flexible chain rests along a first axis during use and the flexible shoulder strap rests along a second axis during use. Notably, the first axis intersects the second axis such that the flexible chain overlaps the flexible shoulder strap.

Abstract: Disclosed is a portable mini loom utilizing a base section having opposed first and second end edges defining an overall length, a first Ends Per Inch (EPI) zone disposed proximate the base first end edge and extending inwardly along a desired length of the base, and a second EPI zone disposed proximate the base second end edge and extending inwardly along a desired length of the base. Each EPI zone preferably utilizes three separate EPI arrays, of differing EPI, capable of permitting a weaver to select one of such EPI arrays to create a thread warp of a predefined EPI, such as, 8, 10 or 12 EPI. One array utilizes slots disposed along the ends of the base capable of receiving the warp thread. The other two arrays comprise separate sets of through holes disposed across the EPI zone each capable of receiving the warp thread.

Abstract: The present invention relates to pharmaceutical compositions containing the antifolate aminopterin, processes for making the compositions, and methods of using them to treat disorders in adult and pediatric patients. Pharmaceutical compositions substantially free of impurities are provided comprising a therapeutically effective amount of aminopterin, or a pharmaceutically acceptable salt thereof. Relative to the teachings of the prior art, the disclosed methods and compositions provide unexpected improvements that include a greater interpatient oral bioavailability in pediatric patients, a smaller interpatient coefficient of variation of oral bioavailability, a smaller mean intrapatient coefficient of variation of oral bioavailability, a greater therapeutic index, a smaller coefficient of variation of toxicity, efficacy in combination therapy, and efficacy of certain polyglutamated metabolites.

Abstract: A method and system for routing call failures in a location-based services system. A remote terminal is connected to a location-based services system and is used to generate a voice-based tailored request for information. The voice-based tailored request for information is interpreted with a voice recognition application and a natural language processing application. If the voice recognition application or the natural language processing application fail to determine the meaning of the tailored request for information to a predetermined level of accuracy then the remote terminal is routed to a call center.

Abstract: The present invention relates to pharmaceutical compositions containing the antifolate aminopterin, processes for making the compositions, and methods of using them to treat disorders in adult and pediatric patients. Pharmaceutical compositions substantially free of impurities are provided comprising a therapeutically effective amount of aminopterin, or a pharmaceutically acceptable salt thereof. Relative to the teachings of the prior art, the disclosed methods and compositions provide unexpected improvements that include a greater interpatient oral bioavailability in pediatric patients, a smaller interpatient coefficient of variation of oral bioavailability, a smaller mean intrapatient coefficient of variation of oral bioavailability, a greater therapeutic index, a smaller coefficient of variation of toxicity, efficacy in combination therapy, and efficacy of certain polyglutamated metabolites.

Abstract: A method and system for providing advertising effectiveness searching capabilities, predictive modeling capabilities and usage mining in a location-based services system is disclosed. During operation of the location-based services system, usage information for advertising campaigns placed on the location-based services system is stored. Advertisers are provided with the ability to enter a search request form on a remote terminal to mine the usage information. The search request is then transmitted to an application that searches usage information to generate a response to said search request.

Abstract: A system and method for tracking purchases in a location-based services system is disclosed wherein a request for information on a particular product is received from a consumer using a remote terminal. A geographically tailored response to the request is then generated with the location-based services system. At least one offer is then displayed to the consumer based on the geographically tailored response. An acceptance of a respective offer made by the consumer is then processed by the location-based services system and information is stored about the transaction in a usage data file or database.