Abstract: A method for securing a network by applying one or more artificial intelligence (AI) models in a computing environment with a computing speed selected as a function of a bandwidth of the network. The method includes receiving data at a node associated with the network, and identifying a suspected cyber adversarial event at the network. The method includes applying an AI model on the data in real-time to enrich the data with information that indicates behavior associated with an exploitation of the network, and analyzing the enriched data as part of a cyber workflow for an indication of a compromise associated with the exploitation of the network.

Abstract: A method for securing a network by applying one or more artificial intelligence (AI) models in a computing environment with a computing speed selected as a function of a bandwidth of the network. The method includes receiving data at a node associated with the network, and identifying a suspected cyber adversarial event at the network. The method includes applying an AI model on the data in real-time to enrich the data with information that indicates behavior associated with an exploitation of the network, and analyzing the enriched data as part of a cyber workflow for an indication of a compromise associated with the exploitation of the network.

Abstract: The present invention relates to a method for visual identification of atrial tissue comprising the steps of visualizing a site of atrial tissue formation using a device adapted for visualizing and obtaining an image; and analyzing the image to determine the presence, location and/or distribution of atrial tissue in the site. The present invention also relates to a method for the treatment of atrial fibrillation in a patient, comprising the steps of identifying atrial tissue in a site of atrial tissue formation by introducing a device adapted for visualization into the site; and substantially ablating atrial tissue previously identified. The present invention further relates to a method for determining the shape of an atrial tissue formation comprising the step of identifying atrial tissue site potential indicative of the shape of the atrial tissue.