Security requirements for big data consist not only the security for the whole big data framework but also the protection of the data itself. Protecting data takes more than just encryption. According to CSA Top 10 challenges in big data security and privacy, the security and privacy of big data are classified into four areas:
- Infrastructure security
- Data privacy
- Data management
- Integrity and reactive security
We will further discuss security requirements based on these four security categories.