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

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

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Google Cloud Certified - Professional Cloud Security Engineer Exam Sample Questions (Q20-Q25):

NEW QUESTION # 20
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 Object Lifecycle Management to make sure that all chat records with PII in them are discarded and not saved for analysis.
B. Use Cloud Key Management Service (KMS) to encrypt the PII data shared by customers before storing it 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: C

Explanation:
Explanation
https://cloud.google.com/dlp/docs/concepts-image-redaction

NEW QUESTION # 21
You are working with a client that is concerned about control of their encryption keys for sensitive dat a. The client does not want to store encryption keys at rest in the same cloud service provider (CSP) as the data that the keys are encrypting. Which Google Cloud encryption solutions should you recommend to this client? (Choose two.)

A. Customer-managed encryption keys
B. Cloud External Key Manager
C. Secret Manager
D. Google default encryption
E. Customer-supplied encryption keys.

Answer: B,E

Explanation:
For a client concerned about the control of their encryption keys and not wanting to store these keys within the same cloud service provider (CSP) as the data, the following solutions are suitable:
Customer-supplied encryption keys (A):
With customer-supplied encryption keys, clients manage their own encryption keys outside of Google Cloud and supply them to encrypt and decrypt data. This ensures that the keys are not stored in Google Cloud, providing full control over the key management process.
Cloud External Key Manager (D):
Cloud External Key Manager (EKM) allows clients to integrate an external key management system (KMS) with Google Cloud services. This setup enables the client to keep their encryption keys outside Google Cloud while still allowing the data to be encrypted and decrypted within Google Cloud services. This method offers an additional layer of security and control over the encryption keys.
These options provide robust solutions for clients requiring external key management and enhanced control over their encryption processes.
Reference:
Customer-Supplied Encryption Keys
Cloud External Key Manager

NEW QUESTION # 22
You need to centralize your team's logs for production projects. You want your team to be able to search and analyze the logs using Logs Explorer. What should you do?

A. Enable Cloud Monitoring workspace, and add the production projects to be monitored.
B. Use Logs Explorer at the organization level and filter for production project logs.
C. Create an aggregate org sink at the parent folder of the production projects, and set the destination to a logs bucket.
D. Create an aggregate org sink at the parent folder of the production projects, and set the destination to a Cloud Storage bucket.

Answer: C

NEW QUESTION # 23
You have a highly sensitive BigQuery workload that contains personally identifiable information (Pll) that you want to ensure is not accessible from the internet. To prevent data exfiltration only requests from authorized IP addresses are allowed to query your BigQuery tables.
What should you do?

A. Use the Restrict Resource service usage organization policy constraint along with Cloud Data Loss Prevention (DLP).
B. Use Google Cloud Armor security policies defining an allowlist of authorized IP addresses at the global HTTPS load balancer.
C. Use service perimeter and create an access level based on the authorized source IP address as the condition.
D. Use the Restrict allowed Google Cloud APIs and services organization policy constraint along with Cloud Data Loss Prevention (DLP).

Answer: C

Explanation:
Enable VPC Service Controls:
VPC Service Controls help mitigate the risk of data exfiltration by allowing you to define a security perimeter around GCP resources.
Set up a service perimeter around your BigQuery project to restrict data access to within the defined perimeter.
Create Access Levels:
In the Google Cloud Console, navigate to the Access Context Manager.
Define access levels based on IP address conditions, specifying the authorized source IP addresses that are allowed to access your BigQuery resources.
These access levels are used to enforce policies that restrict who can access your sensitive data based on their IP addresses.
Apply Service Perimeter with Access Levels:
Apply the created access levels to the service perimeter to ensure that only requests originating from the specified IP addresses are able to access BigQuery tables.
This setup ensures that the sensitive PII data is not accessible from unauthorized IP addresses, reducing the risk of data exfiltration.
Reference:
VPC Service Controls
Access Context Manager
Defining Access Levels

NEW QUESTION # 24
You need to provide a corporate user account in Google Cloud for each of your developers and operational staff who need direct access to GCP resources. Corporate policy requires you to maintain the user identity in a third-party identity management provider and leverage single sign-on. You learn that a significant number of users are using their corporate domain email addresses for personal Google accounts, and you need to follow Google recommended practices to convert existing unmanaged users to managed accounts.
Which two actions should you take? (Choose two.)

A. Use Google Cloud Directory Sync to synchronize your local identity management system to Cloud Identity.
B. Use the Transfer Tool for Unmanaged Users (TTUU) to find users with conflicting accounts and ask them to transfer their personal Google accounts.
C. Send an email to all of your employees and ask those users with corporate email addresses for personal Google accounts to delete the personal accounts immediately.
D. Add users to your managed Google account and force users to change the email addresses associated with their personal accounts.
E. Use the Google Admin console to view which managed users are using a personal account for their recovery email.

Answer: C,E

Explanation:
Explanation/Reference:

NEW QUESTION # 25
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