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Question 1 of 10

Objective Discover and de-identify sensitive data 3. Ensuring Data Protection (~23%)

A Cloud Storage data lake contains payment-card data and customer identifiers. Analysts need realistic test data, but direct identifiers must not be exposed. Which Google Cloud capability should the security engineer use?

Concept tested:

Source:Sensitive Data Protection documentation

Question 2 of 10

Objective Configure VPC Service Controls 2. Securing Communications and Boundary Protection (~22%)

A multinational corporation hosts sensitive customer data within Google Cloud, and the security team is mandated to minimize the risk of unauthorized data exfiltration from Compute Engine instances. To achieve this, they need to establish a service perimeter that restricts data egress. Considering the operational tradeoffs and the need for granular control, which configuration best aligns with this objective, leveraging VPC Service Controls effectively?

Concept tested:

Question 3 of 10

Objective Use resource hierarchy and organization policy 1. Configuring Access (~25%)

A large organization uses multiple Google Cloud projects organized within folders and an organization to manage resources, aiming to enforce consistent security policies and maintain administrative boundaries across different business units. To effectively implement policy inheritance and ensure consistent security configurations, what is the most appropriate strategy regarding the resource hierarchy and organization policy, particularly when considering the need to apply restrictions at the organization level?

Concept tested:

Question 4 of 10

Objective Use Access Transparency and Access Approval 5. Supporting Compliance Requirements (~11%)

A bank opens a support case that may require a Google engineer to access Customer Data in a supported service. The bank requires explicit approval before Google personnel access the data and wants an auditable record of any approved access. Which controls should it use?

Concept tested:

Question 5 of 10

Objective Use Binary Authorization 4. Managing Operations (~19%)

You’re deploying a new GKE application that handles confidential patient data and require strict control over image updates to prevent unauthorized modifications. Given Binary Authorization’s capabilities, what is the most effective strategy to ensure only trusted images are deployed to your cluster and maintain compliance with regulatory requirements?

Concept tested:

Question 6 of 10

Objective Use Privileged Access Manager 1. Configuring Access (~25%)

A security operations team needs to grant a system administrator temporary, elevated privileges to troubleshoot a critical issue involving a Google Cloud Storage bucket containing sensitive data. To minimize the risk of unauthorized access or misuse, what is the most secure and recommended approach for providing this temporary elevation of privileges?

Concept tested:

Question 7 of 10

Objective Manage key rotation and revocation 3. Ensuring Data Protection (~23%)

A security operations team is establishing a comprehensive key management strategy for Google Cloud. To ensure ongoing security and compliance, what is the most critical step to implement, considering key rotation, revocation, and adherence to key lifecycle best practices?

Concept tested:

Question 8 of 10

Objective Use Compliance Manager for control mapping and evidence 5. Supporting Compliance Requirements (~11%)

A security governance team wants a Google Cloud capability that can apply compliance frameworks, map requirements to cloud controls, show alignment status, and support evidence collection for audits. Which capability best fits?

Concept tested:

Question 9 of 10

Objective Use Identity-Aware Proxy 2. Securing Communications and Boundary Protection (~22%)

A remote development team is accessing a sensitive internal application hosted on Google Cloud, requiring secure access without exposing the application directly to the public internet. To restrict access based on user identity and contextual factors, such as device posture and location, rather than solely on network location, which Google Cloud service should be configured to enforce granular access policies and ensure only authorized users can access the application?

Concept tested:

Question 10 of 10

Objective Export logs to external security systems 4. Managing Operations (~19%)

To enforce strict security policies and prevent unauthorized deployments of GKE workloads, you are utilizing Binary Authorization and require comprehensive analysis of deployment activities. What is the most appropriate action to take regarding log export to external security systems to ensure thorough investigation and compliance?

Concept tested:

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Cheat Sheets

Question 1 A Cloud Storage data lake contains payment-card data and customer identifiers. Analysts need realistic test data, but direct identifiers must not be exposed. Which Google Cloud capability should the security engineer use?

Answer choices

A. Cloud Storage Transfer Service.
B. Sensitive Data Protection with inspection and an appropriate de-identification transformation such as pseudonymization.
C. Cloud Monitoring metric filters.
D. Cloud Armor preconfigured WAF rules.

Correct answer

Sensitive Data Protection with inspection and an appropriate de-identification transformation such as pseudonymization.

Sensitive Data Protection can inspect for sensitive information and apply de-identification transformations such as redaction, masking, pseudonymization, and format-preserving encryption.

Wrong-answer review

A. Cloud Storage Transfer Service.: Storage Transfer Service moves data but does not perform the requested sensitive-data transformation.
C. Cloud Monitoring metric filters.: Monitoring does not inspect and transform dataset contents.
D. Cloud Armor preconfigured WAF rules.: Cloud Armor protects application traffic, not data-lake content.

Extra learning features

Why candidates miss this

The distractor ‘Cloud Monitoring metric filters’ is tempting because it’s a common monitoring tool. However, it doesn’t address the core requirement of de-identifying sensitive data within a data lake. The decisive clue is that the question specifically asks for a capability to transform data, which Sensitive Data Protection provides. Likely wrong answer: Cloud Monitoring metric filters. Review focus: Sensitive Data Protection documentation

Objective/domain: 3. Ensuring Data Protection (~23%)

Question 2 A multinational corporation hosts sensitive customer data within Google Cloud, and the security team is mandated to minimize the risk of unauthorized data exfiltration from Compute Engine instances. To achieve this, they need to establish a service perimeter that restricts data egress. Considering the operational tradeoffs and the need for granular control, which configuration best aligns with this objective, leveraging VPC Service Controls effectively?

A. Employ Cloud NAT to manage outbound traffic from Compute Engine instances, primarily focusing on outbound connections.
B. Configure VPC Service Controls to restrict data egress based on service and subnet boundaries, creating a defined perimeter.
C. Implement HA VPN for secure connectivity between the corporate network and Google Cloud environments.
D. Utilize Cloud Interconnect with a dedicated circuit for high-bandwidth, low-latency access to Google services.

Configure VPC Service Controls to restrict data egress based on service and subnet boundaries, creating a defined perimeter.

Objective/domain: 2. Securing Communications and Boundary Protection (~22%)

Source: VPC Service Controls overview

Question 3 A large organization uses multiple Google Cloud projects organized within folders and an organization to manage resources, aiming to enforce consistent security policies and maintain administrative boundaries across different business units. To effectively implement policy inheritance and ensure consistent security configurations, what is the most appropriate strategy regarding the resource hierarchy and organization policy, particularly when considering the need to apply restrictions at the organization level?

A. Implement a flat, unstructured project hierarchy without folder or organization boundaries
B. Apply equivalent organization-policy constraints independently in each project
C. Create separate, isolated projects for each department with no policy overlap
D. Utilize organization policies to enforce consistent security settings across all projects and folders

Utilize organization policies to enforce consistent security settings across all projects and folders

Objective/domain: 1. Configuring Access (~25%)

Source: Google Cloud resource hierarchy

Question 4 A bank opens a support case that may require a Google engineer to access Customer Data in a supported service. The bank requires explicit approval before Google personnel access the data and wants an auditable record of any approved access. Which controls should it use?

A. Privileged Access Manager for the Google engineer and Cloud Armor logs
B. Cloud Identity groups and Data Access logs only
C. IAM Conditions for the Google engineer and VPC Flow Logs for auditing
D. Access Approval for the request and Access Transparency for the resulting Google personnel access logs

Access Approval for the request and Access Transparency for the resulting Google personnel access logs

Objective/domain: 5. Supporting Compliance Requirements (~11%)

Source: Access Approval overview

Question 5 You’re deploying a new GKE application that handles confidential patient data and require strict control over image updates to prevent unauthorized modifications. Given Binary Authorization’s capabilities, what is the most effective strategy to ensure only trusted images are deployed to your cluster and maintain compliance with regulatory requirements?

A. Utilize Binary Authorization to define attestations and rules based on trusted image repositories
B. Manually approve each image update request before deployment
C. Require a manual change ticket before any image can be deployed
D. Regularly update the GKE cluster’s operating system image to the latest version

Utilize Binary Authorization to define attestations and rules based on trusted image repositories

Objective/domain: 4. Managing Operations (~19%)

Source: Binary Authorization overview

Question 6 A security operations team needs to grant a system administrator temporary, elevated privileges to troubleshoot a critical issue involving a Google Cloud Storage bucket containing sensitive data. To minimize the risk of unauthorized access or misuse, what is the most secure and recommended approach for providing this temporary elevation of privileges?

A. Configure the bucket with public read access for ease of testing and debugging.
B. Grant the administrator the 'Storage Admin' role directly on the bucket for immediate troubleshooting capabilities.
C. Utilize Privileged Access Manager to create a time-bound privileged session with specific permissions.
D. Assign the administrator the 'Compute Engine Admin' role for broader control and flexibility.

Utilize Privileged Access Manager to create a time-bound privileged session with specific permissions.

Source: Privileged Access Manager overview

Question 7 A security operations team is establishing a comprehensive key management strategy for Google Cloud. To ensure ongoing security and compliance, what is the most critical step to implement, considering key rotation, revocation, and adherence to key lifecycle best practices?

A. Rotate keys on a fixed interval but omit explicit revocation and destruction procedures
B. Immediately revoke all encryption keys upon detection of any potential security incident, regardless of impact.
C. Establish a documented key lifecycle process including creation, import, rotation, version state, access control, audit logging, revocation, and destruction planning.
D. Store all encryption keys in a single, centralized location to simplify access and management.

Establish a documented key lifecycle process including creation, import, rotation, version state, access control, audit logging, revocation, and destruction planning.

Source: Rotate keys

Question 8 A security governance team wants a Google Cloud capability that can apply compliance frameworks, map requirements to cloud controls, show alignment status, and support evidence collection for audits. Which capability best fits?

A. Cloud NAT logging
B. Identity-Aware Proxy
C. Cloud Armor Adaptive Protection
D. Compliance Manager in Security Command Center

Compliance Manager in Security Command Center

Source: Compliance Manager overview

Question 9 A remote development team is accessing a sensitive internal application hosted on Google Cloud, requiring secure access without exposing the application directly to the public internet. To restrict access based on user identity and contextual factors, such as device posture and location, rather than solely on network location, which Google Cloud service should be configured to enforce granular access policies and ensure only authorized users can access the application?

A. Cloud Firewall Manager to block unauthorized network traffic, but lacks identity context.
B. Identity-Aware Proxy (IAP) to control access based on user identity and context, providing a secure and adaptable access solution.
C. Cloud Logging to monitor all application access attempts, which doesn't control access.
D. Cloud Armor to protect the application from DDoS attacks, but doesn't enforce identity-based access.

Identity-Aware Proxy (IAP) to control access based on user identity and context, providing a secure and adaptable access solution.

Source: Identity-Aware Proxy overview

Question 10 To enforce strict security policies and prevent unauthorized deployments of GKE workloads, you are utilizing Binary Authorization and require comprehensive analysis of deployment activities. What is the most appropriate action to take regarding log export to external security systems to ensure thorough investigation and compliance?

A. Disable Binary Authorization to simplify deployment processes and reduce operational overhead
B. Implement a custom firewall rule to restrict network access to the GKE cluster based on IP addresses
C. Utilize log sinks and aggregated sinks to route selected logs to supported destinations for centralized retention or analysis
D. Configure Cloud Logging to capture all GKE audit logs and export them to a third-party SIEM

Utilize log sinks and aggregated sinks to route selected logs to supported destinations for centralized retention or analysis

Source: Log routing and storage overview

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A Cloud Storage data lake contains payment-card data and customer identifiers. Analysts need realistic test data, but direct identifiers must not be exposed. Which Google Cloud capability should the security engineer use?

A bank opens a support case that may require a Google engineer to access Customer Data in a supported service. The bank requires explicit approval before Google personnel access the data and wants an auditable record of any approved access. Which controls should it use?

A security operations team is establishing a comprehensive key management strategy for Google Cloud. To ensure ongoing security and compliance, what is the most critical step to implement, considering key rotation, revocation, and adherence to key lifecycle best practices?

A security governance team wants a Google Cloud capability that can apply compliance frameworks, map requirements to cloud controls, show alignment status, and support evidence collection for audits. Which capability best fits?

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