The study aims at identifying the key security challenges that the companies are facing when implementing Big Data solutions, from infrastructures to analytics applications, and how those are mitigated. The analysis focuses on the use of Big Data by private organisations in given sectors (e.g. Finance, Energy, Telecom). However, more institutions (e.g. research centres, public organisations, and government agencies) has been considered as well.