Abstract: Systems, methods, and computer-readable media are disclosed for defect prevention for flexible container sealing systems. In one embodiment, an example flexible container sealing system may include a first camera configured to image an item disposed in a flexible container, a laser system configured to detect presence of items, a cutting assembly configured to cut a material that forms the flexible container, a sealing assembly configured to seal one or more ends of the flexible container, and a computer system configured to determine, using the first camera, a height of the item disposed in the flexible container.

Abstract: Whether testing intrusion detection systems, conducting training exercises, or creating data sets to be used by the broader cybersecurity community, realistic user behavior is a desirable component of a cyber-range. Existing methods either rely on network level data or replay recorded user actions to approximate real users in a network. Probabilistic models can be fit to actual user data (sequences of application usage) collected from endpoints. Once trained to the user's behavioral data, these models can generate novel sequences of actions from the same distribution as the training data. These sequences of actions can be fed to emulator software via configuration files, which replicate those behaviors on end devices. The models are platform agnostic and can generate behavior data for any emulation software package. In some embodiments a latent variable is added to faithfully capture and leverage time-of-day trends.

Abstract: The sleep unit includes a base upon which is mounted a single set of springs. These springs are overlaid with cushion material. The springs are leaf-type springs having a curved configuration. The spring action is such that the resistance to deflection increases with increased load. Thus, the sleep unit has an initial softness followed by increased firmness depending upon the weight of the user. Means are provided to permit pre-compression of the springs to vary the initial firmness of the sleep unit.