Title: DLP Technologies: Challenges and Future Directions

Year of Publication: Nov - 2014
Page Numbers: 31-36
Authors: Ekaterina Pshehotskaya, Nikita Nikitinsky, Tamara Sokolova
Conference Name: The International Conference on Cyber-Crime Investigation and Cyber Security (ICCICS2014)
- Malaysia

Abstract:


Currently, many vendors offer multiple data loss prevention solutions, but they need to cope with the challenges of the modern world like access control problem or social network analysis problem to better protect the increasing volume of data. To handle this task DLP-systems have to apply modern statistical algorithms to data protection. In this paper, we will provide an overview of contemporary machine learning algorithms that can help DLP-systems to better detect and analyze data