Cloud Digital Leader Trust and security with Google Cloud Practice Question
A security team is conducting a threat model for their Google Cloud environment. They identify 'insider threat' — a malicious authorized employee who intentionally exfiltrates or destroys data — as a key risk. Which combination of Google Cloud controls most effectively mitigates this risk?
⚠ Common exam trap
Candidates often assume encryption (CMEK) or training alone can stop insider threats, but they fail to realize that an authorized insider can still read or exfiltrate data unless data exfiltration controls (like VPC Service Controls) and audit logging are in place.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Least privilege IAM (limiting access to only necessary resources), comprehensive audit logging (detecting anomalous access), VPC Service Controls (preventing data exfiltration to external projects), and separation of duties for critical actions
It combines least privilege IAM to limit the blast radius, comprehensive audit logging (e.g., Cloud Audit Logs) to detect anomalous access patterns, VPC Service Controls to prevent data exfiltration via VPC perimeter enforcement, and separation of duties (e.g., using Cloud IAM Conditions) to ensure no single insider can perform critical actions alone. This layered defense addresses both prevention and detection of malicious insider activity.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Strong external firewall rules, because insider threats come from internal network actors who must be blocked at the perimeter
Why it's wrong here
Strong external firewall rules are designed to filter traffic crossing the network boundary, blocking external attackers from reaching internal services. However, an insider threat is an authenticated user already inside the corporate network perimeter, and they connect through internal paths or directly to resources, so perimeter firewalls never see or evaluate their sessions. Even if a malicious insider exfiltrates data to an external destination, the firewall only inspects packet headers and ports; it does not understand data-level context like which project or dataset is being accessed, nor does it prevent an authorized user from legitimately reading data they have permission to read. Thus, relying on perimeter firewalls leaves the insider's authorized accesses and actions entirely unrestricted, making this control ineffective for this threat model.
- ✓
Least privilege IAM (limiting access to only necessary resources), comprehensive audit logging (detecting anomalous access), VPC Service Controls (preventing data exfiltration to external projects), and separation of duties for critical actions
Why this is correct
This layered approach addresses insider threat from multiple angles: least privilege limits what a malicious insider can access; audit logs detect anomalous behavior (bulk data access, unusual hours); VPC Service Controls prevent copying data to personal or competitor GCP projects; separation of duties requires collusion for the most dangerous actions.
- ✗
Encrypting all data at rest with CMEK, since encryption prevents authorized users from reading data
Why it's wrong here
CMEK protects against unauthorized access to encrypted storage media. Authorized users with access to the encrypted data and decryption keys can still read it — encryption doesn't restrict access for users already authorized to use the data.
- ✗
Requiring all employees to pass annual security training to prevent insider threats
Why it's wrong here
Security training addresses accidental insider threat (mistakes) but doesn't prevent deliberate malicious insiders who know the rules and choose to violate them. Technical controls (audit logging, least privilege) are needed for detecting and limiting deliberate insider actions.
Quick reference
AAA Protocol Comparison
| Protocol | Port(s) | Encryption | Transport | Primary Use |
|---|---|---|---|---|
| RADIUS | 1812 / 1813 | Password only | UDP | Network access control |
| TACACS+ | 49 | Full packet | TCP | Device administration |
| Diameter | 3868 | Full session | TCP / SCTP | Carrier / mobile networks |
| 802.1X | — | EAP-based | Layer 2 | Port-based access control |
TACACS+ encrypts the entire packet; RADIUS only encrypts the password field — a key exam distinction.
Go deeper
Related to this question
Learn chapter
Cloud Digital Transformation
Key term
Security
Security in IT is the practice of protecting systems, networks, and data from unauthorized access, damage, or theft.
Key term
Cloud IAM
Cloud IAM (Identity and Access Management) is a framework of policies and technologies that ensures the right individuals have appropriate access to cloud resources at the right time and for the right reasons.
About these practice questions
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This GCDL practice question is part of Courseiva's free Google Cloud certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the GCDL exam.