Detection of Data Leaks in Collaborative Data Driven Research

In the current age of big data, machine learning and semantic systems are playing increasingly important roles in data analysis. In the medical sector in particular, large volumes of data are stored in well-protected databases at various institutions, such as hospitals and research facilities. But more traditional industries, such as production environments and factories, have also increased the incorporation of sensor data for optimization purposes or in order to make new features and services available. The industry 4.0 paradigm is often seen as a trendsetter for the next decade, with different speeds of adoption by different industries.