Abstract: Systems and methods for analyzing and representing human gait using motion sensor data may include collecting raw motion sensor data from a mobile device held on or near the user's sternum. The mobile device (or another device) may be configured to generate an information structure representation based on the raw motion sensor data, determine a gait cycle based on the information structure representation, identify gait events in the gait cycle, extract gait biomarkers based on the identified gait events, and determine a diagnosis based on the extracted biomarkers.

Abstract: A security incident manger includes events and network flows in the analysis of an attack to better identify the magnitude of the attack and how to handle the situation. The raw events are reported by monitored devices and the incident manager may request network flows from various devices corresponding to a raw event. The manager then assigns a variable score to the severity, the relevance and the credibility of the event to determine its next processing steps. Those events that appear to be a likely and effective attack are classified as offenses. Offenses are stored in order to provide additional data for evaluating future events and for building a “rap sheet” against repeat attackers and repeat events.