11.
How does Hadoop mitigate the risk of data exposure during network transmission?

12.
What is the role of Hadoop's HDFS snapshot feature in terms of security?

13.
How can you secure the communication between a Hadoop client and the ResourceManager?

14.
What is the purpose of Hadoop's Impersonation in the context of security?

15.
How does Hadoop's audit logging enhance security?

16.
How does Hadoop mitigate the risk of unauthorized data access in HDFS?

17.
What is the purpose of Hadoop's Knox Gateway in a Hadoop security setup?

18.
How can you secure the communication between nodes in a Hadoop cluster using IPsec?

19.
What is the purpose of Hadoop's Key Management Server (KMS) in encryption?

20.
How does Hadoop's Transparent Data Encryption (TDE) enhance security in HDFS?