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

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

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Google Cloud Certified - Professional Cloud Security Engineer Exam 認定 Professional-Cloud-Security-Engineer 試験問題 (Q84-Q89):

質問 # 84
Your team needs to obtain a unified log view of all development cloud projects in your SIEM. The development projects are under the NONPROD organization folder with the test and pre-production projects. The development projects share the ABC-BILLING billing account with the rest of the organization.
Which logging export strategy should you use to meet the requirements?

A. 1. Export logs to a Cloud Pub/Sub topic with folders/NONPROD parent and includeChildren property set to True in a dedicated SIEM project.
2. Subscribe SIEM to the topic.
B. 1. Create a Cloud Storage sink with billingAccounts/ABC-BILLING parent and includeChildren property set to False in a dedicated SIEM project.
2. Process Cloud Storage objects in SIEM.
C. 1. Create a Cloud Storage sink with a publicly shared Cloud Storage bucket in each project.
2. Process Cloud Storage objects in SIEM.
D. 1. Export logs in each dev project to a Cloud Pub/Sub topic in a dedicated SIEM project.
2. Subscribe SIEM to the topic.

正解：D

解説：
"Your team needs to obtain a unified log view of all development cloud projects in your SIEM" - This means we are ONLY interested in development projects. "The development projects are under the NONPROD organization folder with the test and pre-production projects" - We will need to filter out development from others i.e test and pre-prod. "The development projects share the ABC-BILLING billing account with the rest of the organization." - This is unnecessary information.

質問 # 85
Your organization is moving virtual machines (VMs) to Google Cloud. You must ensure that operating system images that are used across your projects are trusted and meet your security requirements.
What should you do?

A. Implement an organization policy to enforce that boot disks can only be created from images that come from the trusted image project.
B. Implement an organization policy constraint that enables the Shielded VM service on all projects to enforce the trusted image repository usage.
C. Create a Cloud Function that is automatically triggered when a new virtual machine is created from the trusted image repository Verify that the image is not deprecated.
D. Automate a security scanner that verifies that no common vulnerabilities and exposures (CVEs) are present in your trusted image repository.

正解：D

質問 # 86
You discovered that sensitive personally identifiable information (PII) is being ingested to your Google Cloud environment in the daily ETL process from an on- premises environment to your BigQuery datasets. You need to redact this data to obfuscate the PII, but need to re-identify it for data analytics purposes. Which components should you use in your solution? (Choose two.)

A. Cloud Data Loss Prevention with cryptographic hashing
B. Cloud Key Management Service
C. Cloud Data Loss Prevention with deterministic encryption using AES-SIV
D. Secret Manager
E. Cloud Data Loss Prevention with automatic text redaction

正解：B、C

解説：
B: you need KMS to store the CryptoKey
https://cloud.google.com/dlp/docs/reference/rest/v2/projects.deidentifyTemplates#crypt E: for the de-identity you need to use CryptoReplaceFfxFpeConfig or CryptoDeterministicConfig
https://cloud.google.com/dlp/docs/reference/rest/v2/projects.deidentifyTemplates#cryptodetermini sticconfig
https://cloud.google.com/dlp/docs/deidentify-sensitive-data

質問 # 87
An organization is starting to move its infrastructure from its on-premises environment to Google Cloud Platform (GCP). The first step the organization wants to take is to migrate its ongoing data backup and disaster recovery solutions to GCP. The organization's on-premises production environment is going to be the next phase for migration to GCP. Stable networking connectivity between the on-premises environment and GCP is also being implemented.
Which GCP solution should the organization use?

A. Compute Engines Virtual Machines using Persistent Disk via Cloud Interconnect
B. Cloud Storage using a scheduled task and gsutil via Cloud Interconnect
C. BigQuery using a data pipeline job with continuous updates via Cloud VPN
D. Cloud Datastore using regularly scheduled batch upload jobs via Cloud VPN

正解：B

解説：
https://cloud.google.com/solutions/dr-scenarios-for-data#production_environment_is_on- premises

質問 # 88
You work for a large organization that is using Cloud Identity as the identity provider (IdP) on Google Cloud. Your InfoSec team has mandated the enforcement of a strong password with a length between 12 and 16 characters for all users. After configuring this requirement, users are still able to access the Google Cloud console with passwords that are less than 12 characters.
You need to fix this problem within the Admin console. What should you do?

A. Review the organization password management setting and select Enforce strong password.
B. Review the organization password management setting and select Enforce password policy at the next sign-in.
C. Review each user's password configuration and select Enforce strong password.
D. Review each user's password configuration and reset existing passwords.

正解：B

解説：
https://support.google.com/a/answer/139399?hl=en

質問 # 89
......

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