Combining Exploratory Analysis and Automated Analysis for Anomaly Detection in Real-Time Data Streams
Ahmed Shah, Ibrahim Y. Abualhaol, Mahmoud Gad, Michael A. Weiss · Technology Innovation Management Review · 2017
IntroductionSecurity analysts can easily become overwhelmed with information, which can lead them to neglect critical alerts. This problem is exemplified in the 2013 Target data breach, which is one of the largest security breaches in history: it exposed 40 million credit card accounts and 70 million of the retailer’s customer profiles (Krebs, 2013).