Security In Hadoop — Part 2 MCQs with Explanations
Practice high-yield Computer Science & IT MCQs on Security In Hadoop — Part 2 with worked academic solutions for PPSC, FPSC, CSS, PMS, NTS.
Questions
24
Difficulty Level
Exam-Level
Target Exams
PPSC, FPSC, CSS...
Estimated Time
29 mins
Exam-Level PPSC FPSC CSS PMS NTS
Verified for Commission Syllabus • Oct 14, 2026
24
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Question 1 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of Hadoop's Knox Gateway in a secure Hadoop environment?
Correct Answer: Option C — Providing a single entry point for Hadoop cluster access
Detailed Academic Explanation:
Providing a single entry point for Hadoop cluster access is the correct answer to “What is the role of Hadoop's Knox Gateway in a secure Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 2 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop support access control in HDFS?
Correct Answer: Option B — Through Access Control Lists (ACLs)
Detailed Academic Explanation:
Through Access Control Lists (ACLs) is the correct answer to “How does Hadoop support access control in HDFS”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 3 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's Ranger KMS (Key Management Service) in a secure Hadoop environment?
Correct Answer: Option A — Managing and securing encryption keys
Detailed Academic Explanation:
Managing and securing encryption keys is the correct answer to “What is the purpose of Hadoop's Ranger KMS (Key Management Service) in a secure Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 4 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop mitigate the risk of data tampering in HDFS?
Correct Answer: Option B — Using HDFS checksums
Detailed Academic Explanation:
Using HDFS checksums is the correct answer to “How does Hadoop mitigate the risk of data tampering in HDFS”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 5 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of Hadoop's HDFS Encryption Zone in terms of security?
Correct Answer: Option C — Allows for selective encryption of specific directories
Detailed Academic Explanation:
Allows for selective encryption of specific directories is the correct answer to “What is the role of Hadoop's HDFS Encryption Zone in terms of security”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 6 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop support authentication and authorization in HDFS?
Correct Answer: Option D — Through Kerberos authentication
Detailed Academic Explanation:
Through Kerberos authentication is the correct answer to “How does Hadoop support authentication and authorization in HDFS”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 7 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How can you enforce secure data transmission between a Hadoop client and the ResourceManager?
Correct Answer: Option D — Enabling SSL/TLS for communication
Detailed Academic Explanation:
Enabling SSL/TLS for communication is the correct answer to “How can you enforce secure data transmission between a Hadoop client and the ResourceManager”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 8 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the significance of Hadoop's Knox Gateway in a secure Hadoop environment?
Correct Answer: Option C — Providing a single entry point for Hadoop cluster access
Detailed Academic Explanation:
Providing a single entry point for Hadoop cluster access is the correct answer to “What is the significance of Hadoop's Knox Gateway in a secure Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 9 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's Audit Logging?
Correct Answer: Option B — Capturing and logging security-related events
Detailed Academic Explanation:
Capturing and logging security-related events is the correct answer to “What is the purpose of Hadoop's Audit Logging”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 10 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's Ranger KMS (Key Management Service) in a secure Hadoop setup?
Correct Answer: Option D — Managing and securing encryption keys
Detailed Academic Explanation:
Managing and securing encryption keys is the correct answer to “What is the purpose of Hadoop's Ranger KMS (Key Management Service) in a secure Hadoop setup”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 11 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's HDFS Snapshot in the context of security?
Correct Answer: Option A — Creating point-in-time copies of HDFS directories
Detailed Academic Explanation:
Creating point-in-time copies of HDFS directories is the correct answer to “What is the purpose of Hadoop's HDFS Snapshot in the context of security”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 12 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop's Knox Gateway contribute to securing REST APIs in a Hadoop cluster?
Correct Answer: Option D — Providing authentication and gateway services
Detailed Academic Explanation:
Providing authentication and gateway services is the correct answer to “How does Hadoop's Knox Gateway contribute to securing REST APIs in a Hadoop cluster”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 13 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the role of Hadoop's DelegationToken in a secured Hadoop environment?
Correct Answer: Option C — Providing a secure token for client-server communication
Detailed Academic Explanation:
Providing a secure token for client-server communication is the correct answer to “What is the role of Hadoop's DelegationToken in a secured Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 14 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop's Secure DataNode Communication enhance the security of a Hadoop cluster?
Correct Answer: Option B — Ensuring secure communication between DataNodes
Detailed Academic Explanation:
Ensuring secure communication between DataNodes is the correct answer to “How does Hadoop's Secure DataNode Communication enhance the security of a Hadoop cluster”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 15 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's HDFS Encryption Zone in a secured Hadoop environment?
Correct Answer: Option C — Allows for selective encryption of specific directories
Detailed Academic Explanation:
Allows for selective encryption of specific directories is the correct answer to “What is the purpose of Hadoop's HDFS Encryption Zone in a secured Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 16 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How can Hadoop's Kerberos-based authentication improve the security of a Hadoop cluster?
Correct Answer: Option D — Ensuring secure communication within the Hadoop cluster
Detailed Academic Explanation:
Ensuring secure communication within the Hadoop cluster is the correct answer to “How can Hadoop's Kerberos-based authentication improve the security of a Hadoop cluster”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 17 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's Knox Gateway in a Hadoop security context?
Correct Answer: Option A — Providing a single entry point for Hadoop cluster access
Detailed Academic Explanation:
Providing a single entry point for Hadoop cluster access is the correct answer to “What is the purpose of Hadoop's Knox Gateway in a Hadoop security context”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 18 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop support encryption in transit for data transmitted between nodes in a cluster?
Correct Answer: Option D — Enabling SSL/TLS for communication
Detailed Academic Explanation:
Enabling SSL/TLS for communication is the correct answer to “How does Hadoop support encryption in transit for data transmitted between nodes in a cluster”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 19 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the significance of Hadoop's Knox Gateway in securing Hadoop REST APIs?
Correct Answer: Option C — Provides authentication and gateway services
Detailed Academic Explanation:
Provides authentication and gateway services is the correct answer to “What is the significance of Hadoop's Knox Gateway in securing Hadoop REST APIs”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 20 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What role does the Hadoop CredentialProvider API play in securing sensitive information in Hadoop?
Correct Answer: Option A — Safely managing and storing sensitive information
Detailed Academic Explanation:
Safely managing and storing sensitive information is the correct answer to “What role does the Hadoop CredentialProvider API play in securing sensitive information in Hadoop”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 21 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How can Hadoop's Audit Logging enhance security in a Hadoop environment?
Correct Answer: Option D — Capturing and logging security-related events
Detailed Academic Explanation:
Capturing and logging security-related events is the correct answer to “How can Hadoop's Audit Logging enhance security in a Hadoop environment”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 22 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
What is the purpose of Hadoop's HDFS Access Control Lists (ACLs) in securing data access?
Correct Answer: Option D — Provides fine-grained access control
Detailed Academic Explanation:
Provides fine-grained access control is the correct answer to “What is the purpose of Hadoop's HDFS Access Control Lists (ACLs) in securing data access”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 23 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How does Hadoop's Ranger KMS (Key Management Service) contribute to securing encryption keys?
Correct Answer: Option A — Manages and secures encryption keys
Detailed Academic Explanation:
Manages and secures encryption keys is the correct answer to “How does Hadoop's Ranger KMS (Key Management Service) contribute to securing encryption keys”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
Question 24 of 24
★ PPSC
★ FPSC
★ PPSC
★ FPSC
How can you secure communication between a Hadoop client and the ResourceManager using encryption?
Correct Answer: Option D — Enabling SSL/TLS for communication
Detailed Academic Explanation:
Enabling SSL/TLS for communication is the correct answer to “How can you secure communication between a Hadoop client and the ResourceManager using encryption”. This question is standard in competitive examination syllabi for Security In Hadoop.
💡Key Conceptual Anchor:Security In Hadoop
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In competitive commission exams (FPSC, PPSC, KPPSC, SPSC, CSS, PMS), questions are frequently phrased with distractor options designed to catch rote learners. Whenever you answer an MCQ, read the Detailed Academic Explanation and Conceptual Anchor to understand why the remaining options are incorrect.