Abstract: Described are techniques for automated generation of labeled datasets for training an AI model to identify a cyberattack. The techniques include receiving configuration information for simulating a cyberattack against a target computer network. The techniques further include executing a cyberattack simulation, based on the configuration information, against the target computer network, where one or more attack log files containing information related to the cyberattack simulation are generated by resources of the target computer network in response to the cyberattack simulation. The techniques further include generating labeled training data from the one or more attack log files to correspond to specifications of the target computer network, and training an artificial intelligence (AI) model to identify the cyberattack in the target computer network using the labeled training data.

Abstract: Systems and methods are disclosed for capturing and displaying real-time images of the environment in front of a user. In one implementation, a casing for a mobile device having an upward facing display surface and an opposing lower surface is provided. The casing may include a housing and image sensor having at least one optical axis configured to be oriented at a fixed obtuse angle with respect to the lower surface when the mobile device is retained by the housing. The image sensor may be oriented such that when the housing is held by a walking user at an acute angle with respect to a plane on which the user walks, the at least one optical axis generally faces in a walking direction of the user. The casing may further include circuitry for conveying from the at least one image sensor, image data for real-time display on the display surface.

Abstract: Systems and methods are disclosed for capturing and displaying real-time images of the environment in front of a user. In one implementation, a casing for a mobile device having an upward facing display surface and an opposing lower surface is provided. The casing may include a housing and image sensor having at least one optical axis configured to be oriented at a fixed obtuse angle with respect to the lower surface when the mobile device is retained by the housing. The image sensor may be oriented such that when the housing is held by a walking user at an acute angle with respect to a plane on which the user walks, the at least one optical axis generally faces in a walking direction of the user. The casing may further include circuitry for conveying from the at least one image sensor, image data for real-time display on the display surface.

Abstract: Systems and methods are disclosed for capturing and displaying real-time images of the environment in front of a user. In one implementation, a casing for a mobile device having an upward facing display surface and an opposing lower surface is provided. The casing may include a housing and image sensor having at least one optical axis configured to be oriented at a fixed obtuse angle with respect to the lower surface when the mobile device is retained by the housing. The image sensor may be oriented such that when the housing is held by a walking user at an acute angle with respect to a plane on which the user walks, the at least one optical axis generally faces in a walking direction of the user. The casing may further include circuitry for conveying from the at least one image sensor, image data for real-time display on the display surface.

Abstract: Systems and methods are disclosed for capturing and displaying real-time images of the environment in front of a user. In one implementation, a casing for a mobile device having an upward facing display surface and an opposing lower surface is provided. The casing may include a housing and image sensor having at least one optical axis configured to be oriented at a fixed obtuse angle with respect to the lower surface when the mobile device is retained by the housing. The image sensor may be oriented such that when the housing is held by a walking user at an acute angle with respect to a plane on which the user walks, the at least one optical axis generally faces in a walking direction of the user. The casing may further include circuitry for conveying from the at least one image sensor, image data for real-time display on the display surface.

Abstract: Disclosed are methods, circuits, devices, systems and functionally associated machine executable code for obstacle avoidance and/or providing location related indicators/information. According to embodiments, there may be provided a mobile communication device comprising a digital display assembly with a digital display panel and display driving circuits to selectively drive current to display elements of the display panel in accordance with instructions provided by a processing unit. The processing unit is configured to instruct said display circuits to cause said display panel to display a screen including both user selected information and a video feed from a walking camera functionally associated with the mobile communication device.

Abstract: A novel gene, AF1q, is described and its cDNA sequence provided. Methods are provided for detection of malignancies in humans by examining the level of expression of or the integrity of the AF1q gene.