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Google Professional-Cloud-Security-Engineer Exam Syllabus Topics:

Section	Weight	Objectives
Ensuring data protection	23%	- Protecting sensitive data and preventing data loss 1. Configuring Sensitive Data Protection (discovering and redacting PII, pseudonymization) 2. Protecting and managing compute instance metadata 3. Securing secrets with Secret Manager 4. Restricting access to Google Cloud data services (BigQuery, Cloud Storage, Cloud SQL)
Configuring network security	19%	- Designing network security 1. Configuring load balancing for security (Cloud Armor, SSL policies) 2. Using Cloud NAT to enable outbound traffic 3. Establishing private connectivity between VPC and Google APIs (Private Google Access, Private Service Connect) 4. Configuring network perimeter controls (firewall rules, hierarchical firewall policies, Cloud NGFW)
Managing operations	19%	- Automating infrastructure and application security 1. Automating virtual machine and container image creation (hardening, maintenance, patch management) 2. Managing policy and drift detection at scale (CSPM, custom org policies, Security Health Analytics) 3. Configuring Binary Authorization for GKE or Cloud Run 4. Automating security scanning for CVEs through CI/CD pipelines
Configuring access	25%	- Managing Cloud Identity 1. Managing super administrator accounts 2. Configuring Workforce Identity Federation 3. Configuring Google Cloud Directory Sync and implementing SSO with a third-party identity provider 4. Administering user accounts and groups programmatically 5. Automating user lifecycle management processes - Managing service accounts 1. Creating, disabling, and authorizing service accounts 2. Securing, auditing, and mitigating usage of service account keys 3. Identifying scenarios requiring service accounts 4. Securing and protecting service accounts (including default service accounts) 5. Managing and creating short-lived credentials
Supporting compliance requirements	14%	- Determining security requirements 1. Identifying security requirements (e.g., regulatory, compliance) 2. Implementing security controls for Vertex AI and AI/ML workloads 3. Configuring audit logging and monitoring (Cloud Audit Logs, Access Transparency)

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Google Cloud Certified - Professional Cloud Security Engineer Exam Sample Questions (Q207-Q212):

NEW QUESTION # 207
Your organization uses the top-tier folder to separate application environments (prod and dev). The developers need to see all application development audit logs but they are not permitted to review production logs. Your security team can review all logs in production and development environments. You must grant Identity and Access Management (1AM) roles at the right resource level tor the developers and security team while you ensure least privilege.
What should you do?

A. * 1 Grant logging, viewer rote to the security team at the organization resource level.* 2 Grant logging, viewer rote to the developer team at the folder resource level that contains all the dev projects.
B. * 1 Grant logging. viewer rote to the security team at the organization resource level.* 2 Grant logging.
admin role to the developer team at the organization resource level.
C. * 1 Grant logging.admin role to the security team at the organization resource level.* 2 Grant logging.admin role to the developer team at the organization resource level.
D. * 1 Grant logging.admin role to the security team at the organization resource level.* 2 Grant logging.
viewer rote to the developer team at the folder resource level that contains all the dev projects.

Answer: D

Explanation:
To ensure that the developers can view audit logs for the development environment and the security team can review all logs, you should grant IAM roles at the appropriate resource levels:
Grant logging.admin Role to the Security Team:
Assign the logging.admin role to the security team at the organization resource level.
This grants the security team full access to all logging data across the organization, including both production and development environments.
Grant logging.viewer Role to the Developer Team:
Assign the logging.viewer role to the developer team at the folder resource level that contains all the development projects.
This restricts the developers' access to only view logs in the development environment, ensuring they do not have access to production logs.
By using these roles and assigning them at the appropriate levels, you ensure that each team has the access they need while adhering to the principle of least privilege.
IAM Roles for Cloud Logging
Resource Hierarchy in Google Cloud

NEW QUESTION # 208
Your organization uses the top-tier folder to separate application environments (prod and dev). The developers need to see all application development audit logs but they are not permitted to review production logs. Your security team can review all logs in production and development environments. You must grant Identity and Access Management (1AM) roles at the right resource level tor the developers and security team while you ensure least privilege.
What should you do?

A. * 1 Grant logging. viewer rote to the security team at the organization resource level.
* 2 Grant logging. admin role to the developer team at the organization resource level.
B. * 1 Grant logging.admin role to the security team at the organization resource level.
* 2 Grant logging. viewer rote to the developer team at the folder resource level that contains all the dev projects.
C. * 1 Grant logging.admin role to the security team at the organization resource level.
* 2 Grant logging.admin role to the developer team at the organization resource level.
D. * 1 Grant logging, viewer rote to the security team at the organization resource level.
* 2 Grant logging, viewer rote to the developer team at the folder resource level that contains all the dev projects.

Answer: B

Explanation:
To ensure that the developers can view audit logs for the development environment and the security team can review all logs, you should grant IAM roles at the appropriate resource levels:
* Grant logging.admin Role to the Security Team:
* Assign the logging.admin role to the security team at the organization resource level.
* This grants the security team full access to all logging data across the organization, including both production and development environments.
* Grant logging.viewer Role to the Developer Team:
* Assign the logging.viewer role to the developer team at the folder resource level that contains all the development projects.
* This restricts the developers' access to only view logs in the development environment, ensuring they do not have access to production logs.
By using these roles and assigning them at the appropriate levels, you ensure that each team has the access they need while adhering to the principle of least privilege.
References:
* IAM Roles for Cloud Logging
* Resource Hierarchy in Google Cloud

NEW QUESTION # 209
When working with agents in a support center via online chat, an organization's customers often share pictures of their documents with personally identifiable information (PII). The organization that owns the support center is concerned that the PII is being stored in their databases as part of the regular chat logs they retain for review by internal or external analysts for customer service trend analysis.
Which Google Cloud solution should the organization use to help resolve this concern for the customer while still maintaining data utility?

A. Use Cloud Key Management Service (KMS) to encrypt the PII data shared by customers before storing it for analysis.
B. Use Object Lifecycle Management to make sure that all chat records with PII in them are discarded and not saved for analysis.
C. Use the image inspection and redaction actions of the DLP API to redact PII from the images before storing them for analysis.
D. Use the generalization and bucketing actions of the DLP API solution to redact PII from the texts before storing them for analysis.

Answer: D

Explanation:
Explanation
Explanation/Reference:
Reference; https://cloud.google.com/dlp/docs/deidentify-sensitive-data

NEW QUESTION # 210
While migrating your organization's infrastructure to GCP, a large number of users will need to access GCP Console. The Identity Management team already has a well-established way to manage your users and want to keep using your existing Active Directory or LDAP server along with the existing SSO password.
What should you do?

A. Users sign in directly to the GCP Console using the credentials from your on-premises Kerberos compliant identity provider.
B. Manually synchronize the data in Google domain with your existing Active Directory or LDAP server.
C. Users sign in using OpenID (OIDC) compatible IdP, receive an authentication token, then use that token to log in to the GCP Console.
D. Use Google Cloud Directory Sync to synchronize the data in Google domain with your existing Active Directory or LDAP server.

Answer: D

Explanation:
https://cloud.google.com/architecture/identity/federating-gcp-with-active-directory-configuring-single-sign-on

NEW QUESTION # 211
Your company must follow industry specific regulations. Therefore, you need to enforce customer-managed encryption keys (CMEK) for all new Cloud Storage resources in the organization called org1.
What command should you execute?

A. - organization policy: con-straints/gcp.restrictStorageNonCmekServices
- binding at: org1
- policy type: deny
- policy value: storage.googleapis.com
B. - organization policy: con-straints/gcp.restrictNonCmekServices
- binding at: org1
- policy type: deny
- policy value: storage.googleapis.com
C. - organization policy: con-straints/gcp.restrictNonCmekServices
- binding at: org1
- policy type: allow
- policy value: storage.googleapis.com
D. - organization poli-cy:constraints/gcp.restrictStorageNonCmekServices
- binding at: org1
- policy type: allow
- policy value: all supported services

Answer: B

Explanation:
https://cloud.google.com/kms/docs/cmek-org-policy#require-cmek

NEW QUESTION # 212
......

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