Abstract: Disclosed embodiments may include a system for fraud detection. The system may identify, using a web browser extension, that a user has navigated to a webpage on a user device. The system may receive, via the webpage, data associated with a transaction. Responsive to receiving the data, the system may retrieve search history data corresponding to a searching session associated with the data, and may identify a searching session path corresponding to the transaction. The system may determine, using a machine learning model (MLM) and based on the search history data and the searching session path, a likelihood of fraud associated with the data. The system may determine whether the likelihood exceeds a predetermined threshold. Responsive to determining the likelihood exceeds the predetermined threshold, the system may conduct one or more fraud prevention actions.

Abstract: In some implementations, a device may obtain a first document set associated with a first code repository. The device may generate a first embedding set of one or more embeddings for respective documents included in the first document set. The device may obtain a second embedding set of one or more embeddings for respective documents included in a second document set associated with a second code repository. The device may compare the first embedding set to the second embedding set. The device may generate a code repository similarity score that indicates a similarity between the first code repository and the second code repository. The device may perform, based on the code repository similarity score satisfying a threshold, an action associated with the first code repository and/or the second code repository.

Abstract: Systems and methods for triggering token alerts. In some aspects, the system, after determining that the probability that an authentication request from an authentication token is associated with a malicious activity is above a threshold, determines whether a user device associated with the authentication token is within a threshold distance of the authentication token. In response to determining that the authentication token is not within the threshold distance of the user device, the system declines the authentication request and transmits an alert request to the authentication token to emit an audio signal from a speaker included in the authentication token.

Abstract: Disclosed embodiments may include a system for executing programmable macros based on external device interactions. The system may include one or more processors, and a memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to execute programmable macros based on external device interactions. The system may receive a device identification of an external device. The system may receive a rule associated with the external device, wherein the rule comprises a triggering event and transfer instructions. The system may receive, from the external device, device data. Responsive to determining, from the device data, that the triggering event has occurred, the system may execute the transfer instructions.

Abstract: An insulation or cushioning product including a first panel that may include a second layer having a second width and including one or more extension portions. The first panel may include a core layer having a first width less than the second width and including a first continuous paper sheet formed into a first plurality of flexible loops disposed on and attached to the second layer, and defining a first plurality of air channels that extend in a direction that is substantially perpendicular with a length direction of the first panel. The second layer may cover at least a portion of one or more edges of the core layer and covers at least a portion of a top or bottom surface of the core panel. The one or more extension portions may have an extension width greater than or equal to a thickness of the core layer.

Abstract: A device for implantation at a treatment site in the body of a patient for the removal of fluid from the treatment site has a removable conduit structure, a connector, and a porous bioresorbable sheath. The removable conduit structure has two or more pieces and at least in part defines a fluid removal lumen, and the porous bioresorbable sheath surrounds at least a portion of the conduit structure. The connector removably and coaxially couples a first piece of the conduit structure to a second piece of the conduit structure and is configured to decouple from one or both of the conduit pieces upon initiation of removal of the conduit structure from the treatment site upon completion of treatment.

Abstract: In some aspects, a computing system obtain a first dataset including a set of original data samples. The computing system may generate a key that indicates a location within the first dataset where spurious data should be stored. The computing system may determine a modified value associated with a first data sample of the set of original data samples, where the modified value causes a machine learning model to generate output that does not match a label associated with the first data sample. Based on the first data sample, the computer system may generate a spurious data sample comprising the modified value. Based on the key, the computer system may add the spurious data sample to the first dataset. In some aspects, based on a request for the first dataset, the computing system may remove the spurious data sample from the first dataset.

Abstract: In some aspects, a computing system obtain a first dataset including a set of original data samples and a first set of spurious data samples. Based on a time period expiring, the computing system may replace the first set of spurious data samples in the first dataset with a second set of spurious data samples. The computing system may obtain an indication that a second dataset is available via a third-party computing device. Based on a determination that a subset of samples of the second dataset correspond to the first set of spurious data samples, the computing system may determine a time window in which an incident occurred. As an example, the time window may be determined to correspond to a time before the first set of spurious data samples were replaced with the second set of spurious data samples.

Abstract: In some aspects, a computing system may iterate between adding spurious data to the dataset and training a model on the dataset. If the model's performance has not dropped by more than a threshold amount, then additional spurious data may be added to the dataset until the desired amount of performance decrease has been achieved. the computing system may determine the amount of impact each feature has on a model's output. The computing system may generate a spurious data sample by modifying values of features that are more impactful than other features. The computing system may repeatedly modify the spurious data that is stored in a dataset. If a cybersecurity incident occurs (e.g., the dataset is stolen or leaked), the system may identify when the cybersecurity incident took place based on the spurious data that is stored in the dataset.

Abstract: Systems, devices, and methods of gateless timekeeping systems for athletic endeavors. Gateless detection devices that emit and detect EM radiation to determine whether an athlete or object has crossed the device's threshold. Systems of multiple gateless detection devices that can be used to measure sprint times and speeds between two points, where the devices are communicatively coupled with one another via wireless connection to coordinate timekeeping.

Abstract: A system for evaluating and scoring software products in which illustration engines relating to insurance products are run based on a common set of inputs. The illustration engines output a set of output metrics which are common to all illustration engines. The output metrics of products selected for comparison or evaluation are mathematically combined with each other and with the corresponding metrics of from all other illustration engines to determine a score which can be used to compare quickly and accurately the selected product against all other products in the database. The score may be determined by a weighted average in which the weights assigned to output metrics are adjustable at the user's discretion.

Abstract: A method for providing professional coaching to a learner in connection with an online academic program. Course web pages are provided in connection with the online academic program. The course web pages links to a personal information web page for the learner to record his or her personal information through use of Internet-based communications. The method further includes the step of assisting the learner to establish a professional coaching relationship through use of the Internet-based communications. One or more virtual coaching sessions are provided to the learner during the academic program.

Abstract: A universal joint comprising outer and inner joint members with circumferentially spaced grooves extending lengthwise of the members; and balls disposed one in each facing pair of grooves in the joint members for torque transmission between the members; wherein at least some of the grooves in one of the joint members are each provided in a groove base portion with a recess extending lengthwise of the groove, and a spring element is disposed in each said recess and arranged to engage the respective ball to bias it radially of the joint and preferably also axially to the central region of the spring element.

Abstract: A means for providing illumination for a bicycle, tricycle, moped, motorcycle or other velocipede, said illumination means being removable from said vehicle when not in use. The light fixture thus provided is detachably mounted to the handlebars of existing bicycles and serves to illuminate both the rider and the path traveled.

Abstract: An illuminated handlebar fabricated in two sections, the handlebar housing a replaceable fluorescent bulb supported therein by resilient mounting adapters and preferably powered by a DC power pack removably mounted to the bicycle frame. The handlebar has a plurality of apertures located as desired from which a shower of light emanates whereby the roadway as well as the rider are illuminated.

Abstract: A plunging constant velocity universal joint of the kind comprising a hollow outer member and an inner member, torque-transmitting balls which are located in apertures in a cage disposed between said members and are each engaged in and between a pair of opposed longitudinal grooves in said members so as to be movable therealong to permit relative angular and axial movement between the members, and a guide ring mounted on the inner member, the cage having a convex part-spherical outer surface engaging the surface of a cylindrical bore in the outer member so that the cage is movable relative to said member axially of the latter, and a concave part-spherical inner surface engaging a complementary convex part-spherical surface on the guide ring, the centers of the part-spherical surfaces of the cage being offset by equal amounts on opposite sides of the joint center along the joint axis whereby the cage assists in maintaining the balls in the bisector plane of the joint.