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

Section	Objectives
Topic 1: Configure access within a cloud solution environment	- Identity and Access Management (IAM) 1. Implement least privilege access 2. Manage IAM roles and permissions 3. Service accounts and workload identity
Topic 2: Manage operations within a cloud security environment	- Security monitoring and operations 1. Logging and monitoring with Cloud Logging 2. Incident response and alerting 3. Security Command Center usage
Topic 3: Configure network security	- Google Cloud network security controls 1. Cloud Armor and DDoS protection 2. VPC firewall rules 3. Private Google Access and restricted services
Topic 4: Ensure data protection	- Encryption and key management 1. Customer-managed encryption keys (CMEK) 2. Cloud KMS and key lifecycle management 3. Data loss prevention (DLP) concepts

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Google Cloud Certified - Professional Cloud Security Engineer Exam Sample Questions (Q306-Q311):

NEW QUESTION # 306
You are part of a security team that wants to ensure that a Cloud Storage bucket in Project A can only be readable from Project B.
You also want to ensure that data in the Cloud Storage bucket cannot be accessed from or copied to Cloud Storage buckets outside the network, even if the user has the correct credentials.
What should you do?

A. Enable VPC Peering between Project A and B networks with strict firewall rules to allow communication between the networks.
B. Enable VPC Service Controls, create a perimeter with Project A and B, and include Cloud Storage service.
C. Enable Private Access in Project A and B networks with strict firewall rules to allow communication between the networks.
D. Enable Domain Restricted Sharing Organization Policy and Bucket Policy Only on the Cloud Storage bucket.

Answer: D

NEW QUESTION # 307
Your organization is building a real-time recommendation engine using ML models that process live user activity data stored in BigQuery and Cloud Storage. Each new model developed is saved to Artifact Registry. This new system deploys models to Google Kubernetes Engine, and uses Pub/Sub for message queues. Recent industry news have been reporting attacks exploiting ML model supply chains. You need to enhance the security in this serverless architecture, specifically against risks to the development and deployment pipeline. What should you do?

A. Enable container image vulnerability scanning during development and pre-deployment. Enforce Binary Authorization on images deployed from Artifact Registry to your continuous integration and continuous deployment (CVCD) pipeline.
B. Develop strict firewall rules to limit external traffic to Cloud Run instances. Integrate intrusion detection systems (IDS) for real-time anomaly detection on Pub/Sub message flows.
C. Thoroughly sanitize all training data prior to model development to reduce risk of poisoning attacks. Use IAM for authorization, and apply role-based restrictions to code repositories and cloud services.
D. Limit external libraries and dependencies that are used for the ML models as much as possible.
Continuously rotate encryption keys that are used to access the user data from BigQuery and Cloud Storage.

Answer: A

Explanation:
Supply chain risks happen by exploiting vulnerabilities in the images. So scanning the image and blocking deployment secures against supply chain risks. This also matches with the requirement related to the deployment pipeline.

NEW QUESTION # 308
Your company is storing sensitive data in Cloud Storage. You want a key generated on-premises to be used in the encryption process.
What should you do?

A. Use the Cloud Key Management Service to manage a data encryption key (DEK).
B. Use the Cloud Key Management Service to manage a key encryption key (KEK).
C. Use customer-supplied encryption keys to manage the key encryption key (KEK).
D. Use customer-supplied encryption keys to manage the data encryption key (DEK).

Answer: D

Explanation:
This is a Customer-supplied encryption keys (CSEK). We generate our own encryption key and manage it on-premises. A KEK never leaves Cloud KMS.There is no KEK or KMS on-premises. Encryption at rest by default, with various key management options https://cloud.google.com/security/encryption-at-rest

NEW QUESTION # 309
You want to set up a secure, internal network within Google Cloud for database servers. The servers must not have any direct communication with the public internet. What should you do?

A. Assign both a private IP address and a public IP address to each database server.
B. Create a VPC with a private subnet. Assign a private IP address to each database server.
C. Assign a private IP address to each database server. Use a NAT gateway to provide internet connectivity to the database servers.
D. Assign a static public IP address to each database server. Use firewall rules to restrict external access.

Answer: B

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
To ensure servers do not have any direct communication with the public internet, they must be configured without a public IP address.
VPC and Private Subnet: A Virtual Private Cloud (VPC) network provides the isolated, internal network structure. A subnet is the logical partition within the VPC.
Private IP Address: Assigning only a private IP address to the database servers ensures they can only communicate internally within the VPC (or connected on-premises networks) and cannot directly connect to or be connected from the public internet.
Extracts:
"Resources in a VPC network can be assigned two types of IP addresses: internal (private) and external (public). If a VM is not assigned an external IP address, it can only communicate internally with other resources in the VPC network..." (Source 6.1) Option A and C involve assigning a public IP address, which violates the "no direct communication with the public internet" rule. Option D uses NAT to provide outbound internet connectivity, which also violates the requirement.

NEW QUESTION # 310
Your application is deployed as a highly available cross-region solution behind a global external HTTP(S) load balancer. You notice significant spikes in traffic from multiple IP addresses but it is unknown whether the IPs are malicious. You are concerned about your application's availability. You want to limit traffic from these clients over a specified time interval.
What should you do?

A. Configure a firewall rule in your VPC to throttle traffic from the identified IP addresses.
B. Configure a rate_based_ban action by using Google Cloud Armor and set the ban_duration_sec parameter to the specified time interval.
C. Configure a deny action by using Google Cloud Armor to deny the clients that issued too many requests over the specified time interval.
D. Configure a throttle action by using Google Cloud Armor to limit the number of requests per client over a specified time interval.

Answer: D

NEW QUESTION # 311
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