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

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

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Google Cloud Certified - Professional Cloud Security Engineer Exam Sample Questions (Q271-Q276):

NEW QUESTION # 271
You are migrating an application into the cloud The application will need to read data from a Cloud Storage bucket. Due to local regulatory requirements, you need to hold the key material used for encryption fully under your control and you require a valid rationale for accessing the key material.
What should you do?

A. Generate a key in your on-premises environment and store it in a Hardware Security Module (HSM) that is managed on-premises Use this key as an external key in the Cloud Key Management Service (KMS). Activate Key Access Justifications (KAJ) and set the external key system to reject unauthorized accesses.
B. Encrypt the data in the Cloud Storage bucket by using Customer Managed Encryption Keys backed by a Cloud Hardware Security Module (HSM). Enable data access logs.
C. Encrypt the data in the Cloud Storage bucket by using Customer Managed Encryption Keys. Configure an 1AM deny policy for unauthorized groups
D. Generate a key in your on-premises environment to encrypt the data before you upload the data to the Cloud Storage bucket Upload the key to the Cloud Key Management Service (KMS). Activate Key Access Justifications (KAJ) and have the external key system reject unauthorized accesses.

Answer: A

Explanation:
By generating a key in your on-premises environment and storing it in an HSM that you manage, you're ensuring that the key material is fully under your control. Using the key as an external key in Cloud KMS allows you to use the key with Google Cloud services without having the key stored on Google Cloud.
Activating Key Access Justifications (KAJ) provides a reason every time the key is accessed, and you can configure the external key system to reject unauthorized access attempts.

NEW QUESTION # 272
Your company's cloud security policy dictates that VM instances should not have an external IP address. You need to identify the Google Cloud service that will allow VM instances without external IP addresses to connect to the internet to update the VMs. Which service should you use?

A. TCP/UDP Load Balancing
B. Identity Aware-Proxy
C. Cloud DNS
D. Cloud NAT

Answer: D

Explanation:
Cloud NAT Service: Use Cloud NAT (Network Address Translation) to allow VM instances without external IP addresses to access the internet securely.
Configuration: Configure Cloud NAT for the subnets containing your VM instances. This setup allows the VMs to initiate outbound connections to the internet for updates and other necessary communications.
Security Compliance: By using Cloud NAT, you adhere to the security policy of not assigning external IP addresses to VMs while still enabling necessary internet connectivity. Cloud NAT provides a secure method for outbound internet traffic without exposing VMs directly to the public internet. Reference::
Google Cloud - Cloud NAT Overview
Google Cloud - Configuring Cloud NAT

NEW QUESTION # 273
You have created an OS image that is hardened per your organization's security standards and is being stored in a project managed by the security team. As a Google Cloud administrator, you need to make sure all VMs in your Google Cloud organization can only use that specific OS image while minimizing operational overhead. What should you do? (Choose two.)

A. Store the image in every project that is spun up in your organization.
B. Set up an image access organization policy constraint, and list the security team managed project in the project's allow list.
C. Remove VM instance creation permission from users of the projects, and only allow you and your team to create VM instances.
D. Grant users the compute.imageUser role in the OS image project.
E. Grant users the compute.imageUser role in their own projects.

Answer: B,D

Explanation:
https://cloud.google.com/resource-manager/docs/organization-policy/org-policy-constraints
- constraints/compute.trustedImageProjects
This list constraint defines the set of projects that can be used for image storage and disk instantiation for Compute Engine.
If this constraint is active, only images from trusted projects will be allowed as the source for boot disks for new instances.

NEW QUESTION # 274
You are responsible for managing your company's identities in Google Cloud. Your company enforces 2-Step Verification (2SV) for all users. You need to reset a user's access, but the user lost their second factor for
2SV. You want to minimize risk. What should you do?

A. On the Google Admin console, select the appropriate user account, and temporarily disable 2SV for this account Ask the user to update their second factor, and then re-enable 2SV for this account.
B. On the Google Admin console, use a super administrator account to reset the user account's credentials.
Ask the user to update their credentials after their first login.
C. On the Google Admin console, select the appropriate user account, and generate a backup code to allow the user to sign in. Ask the user to update their second factor.
D. On the Google Admin console, temporarily disable the 2SV requirements for all users. Ask the user to log in and add their new second factor to their account. Re-enable the 2SV requirement for all users.

Answer: C

Explanation:
If a user loses their second factor for 2-Step Verification (2SV), you can help them regain access with minimal risk by generating a backup code.
* Generate a Backup Code (A):
* In the Google Admin console, navigate to the user's account settings.
* Generate a backup code for the user. This code allows them to sign in despite not having access to their usual second factor.
* Instruct the user to log in using the backup code and then update their second factor in their account settings.
This method ensures that only the affected user's access is temporarily adjusted, minimizing risk while maintaining overall security policies.
References
* Google Admin console 2-Step Verification documentation

NEW QUESTION # 275
Your company conducts clinical trials and needs to analyze the results of a recent study that are stored in BigQuery. The interval when the medicine was taken contains start and stop dates The interval data is critical to the analysis, but specific dates may identify a particular batch and introduce bias You need to obfuscate the start and end dates for each row and preserve the interval data.
What should you do?

A. Extract the date using TimePartConfig from each date field and append a random month and year
B. Use date shifting with the context set to the unique ID of the test subject
C. Use the FFX mode of format preserving encryption (FPE) and maintain data consistency
D. Use bucketing to shift values to a predetermined date based on the initial value.

Answer: D

Explanation:
Explanation
"Date shifting techniques randomly shift a set of dates but preserve the sequence and duration of a period of time. Shifting dates is usually done in context to an individual or an entity. That is, each individual's dates are shifted by an amount of time that is unique to that individual."

NEW QUESTION # 276
......

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