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predictive risk-scoring algorithms to reduce the 2018 CHAMPIONS Edition attack surface for accounts, remove unnecessary access rights and privileges, and to identify, pre- dict and prevent breaches. Volume 30 With GRA take control of cyber hazards with model-driv- en security using behavior-based security analytics. Gurucul • Platinum ‘ASTORS’ Award Winner • Gurucul Risk Analyt- ics (GRA) • Best User & Entity Be- havior Analytics (UEBA) • *Global Elite is also a 2017 ‘ASTORS’ Award Winner Gurucul Risk Analytics (GRA) is a multi-use UEBA platform with an open architecture that ingests virtually any dataset for desired attributes, and in- cludes configurable out- of-the-box analytics. GRA is changing the way government orga- nizations and enterpris- es protect themselves against insider threats, account compromise, IP and data theft, external attacks, and data exfil- tration on-premises and in the cloud. The platform incorpo- rates security intelli- gence, big data analyt- ics, machine learning, anomaly detection and Automate Front Line Security Controls with Machine Learning Models and Risk Scoring by Utilizing Gurucul Risk Analytics (See how Gurucul is transforming the enterprise security with user behavior based machine learning and predictive analytics to provide Actionable Risk Intelligence.) 107