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Google Security-Operations-Engineer Exam Overview:

Certification Vendor:	Google Cloud
Exam Name:	Professional Security Operations Engineer Exam
Exam Number:	Professional Security Operations Engineer (PSO Engineer)
Exam Format:	Multiple select, Multiple choice
Available Languages:	English, Japanese
Exam Duration:	120 minutes
Certificate Validity Period:	2 years
Real Exam Qty:	Approximately 50–60 questions
Related Certifications:	Google Cloud Certified - Professional Cloud Security Engineer Google Cloud Certified - Associate Cloud Engineer
Exam Price:	$200 USD (may vary by region)
Recommended Training:	Google Cloud Security Engineer Learning Path Google Cloud Security Operations Training
Exam Registration:	Kryterion Webassessor Exam Scheduling Google Cloud Certification Registration
Sample Questions:	Google Security-Operations-Engineer Sample Questions
Exam Way:	Online proctored or test center (Kryterion/Webassessor)
Pre Condition:	Recommended: 3+ years industry experience in security operations or SOC roles, and 1+ year experience with Google Cloud security technologies
Official Syllabus URL:	https://cloud.google.com/certification/security-operations-engineer

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Google Security-Operations-Engineer Exam Syllabus Topics:

Topic	Details
Topic 1	Data Management: This section of the exam measures the skills of Security Analysts and focuses on effective data ingestion, log management, and context enrichment for threat detection and response. It evaluates candidates on setting up ingestion pipelines, configuring parsers, managing data normalization, and handling costs associated with large-scale logging. Additionally, candidates demonstrate their ability to establish baselines for user, asset, and entity behavior by correlating event data and integrating relevant threat intelligence for more accurate monitoring.
Topic 2	Incident Response: This section of the exam measures the skills of Incident Response Managers and assesses expertise in containing, investigating, and resolving security incidents. It includes evidence collection, forensic analysis, collaboration across engineering teams, and isolation of affected systems. Candidates are evaluated on their ability to design and execute automated playbooks, prioritize response steps, integrate orchestration tools, and manage case lifecycles efficiently to streamline escalation and resolution processes.
Topic 3	Threat Hunting: This section of the exam measures the skills of Cyber Threat Hunters and emphasizes proactive identification of threats across cloud and hybrid environments. It tests the ability to create and execute advanced queries, analyze user and network behaviors, and develop hypotheses based on incident data and threat intelligence. Candidates are expected to leverage Google Cloud tools like BigQuery, Logs Explorer, and Google SecOps to discover indicators of compromise (IOCs) and collaborate with incident response teams to uncover hidden or ongoing attacks.
Topic 4	Monitoring and Reporting: This section of the exam measures the skills of Security Operations Center (SOC) Analysts and covers building dashboards, generating reports, and maintaining health monitoring systems. It focuses on identifying key performance indicators (KPIs), visualizing telemetry data, and configuring alerts using tools like Google SecOps, Cloud Monitoring, and Looker Studio. Candidates are assessed on their ability to centralize metrics, detect anomalies, and maintain continuous visibility of system health and operational performance.
Topic 5	Platform Operations: This section of the exam measures the skills of Cloud Security Engineers and covers the configuration and management of security platforms in enterprise environments. It focuses on integrating and optimizing tools such as Security Command Center (SCC), Google SecOps, GTI, and Cloud IDS to improve detection and response capabilities. Candidates are assessed on their ability to configure authentication, authorization, and API access, manage audit logs, and provision identities using Workforce Identity Federation to enhance access control and visibility across cloud systems.

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

NEW QUESTION # 20
Your company uses Google-managed images on Compute Engine VM instances extensively and has deployed Security Command Center Enterprise (SCCE) at the organization level Due to a recent increase in vulnerability exploits, you want to improve visibility into operating system (OS) risks for all VMs in your organization. You want to use managed services to enhance security detection capabilities related to these vulnerabilities using minimal effort. What should you do?

A. Enable Virtual Machine Threat Detection in SCCE, and allow it to generate findings.
B. Create a custom Security Health Analytics (SHA) scanner to check the sourceImage of the compute disk. Check for matches in a vulnerability database.
C. Enable VM Manager across your projects, and allow VM Manager to write findings to SCCE.
D. Set up Google Open Source Vulnerability (OSV)-Scanner to scan all Compute Engine VMs.
Configure a Google Security Operations (SecOps) forwarder to write logs to your Google SecOps instance.

Answer: C

Explanation:
Enabling VM Manager across your projects allows Google Cloud to automatically inventory VMs, scan for OS vulnerabilities, and write findings to Security Command Center Enterprise (SCCE).
This managed solution provides comprehensive visibility into OS risks across your fleet with minimal setup and operational effort.

NEW QUESTION # 21
Your organization requires the SOC director to be notified by email of escalated incidents and their results before a case is closed. You need to create a process that automatically sends the email when an escalated case is closed. You need to ensure the email is reliably sent for the appropriate cases. What process should you use?

A. Navigate to the Alert Overview tab to close the Alert. Run a manual action to gather the case details. If the case was escalated, email the notes to the director. Use the Close Case action in the UI to close the case.
B. Use the Close Case button in the UI to close the case. If the case is marked as an incident, export the case from the UI and email it to the director.
C. Create a playbook block that includes a condition to identify cases that have been escalated. The two resulting branches either close the alert and email the notes to the director, or close the alert without sending an email.
D. Write a job to check closed cases for incident escalation status, pull the case status details if a case has been escalated, and send an email to the director.

Answer: C

NEW QUESTION # 22
Your company requires PCI DSS v4.0 compliance for its cardholder data environment (CDE) in Google Cloud. You use a Security Command Center (SCC) security posture deployment based on the PCI DSS v4.0 template to monitor for configuration drift.1 This posture generates a finding indicating that a Compute Engine VM within the CDE scope has been configured with an external IP address. You need to take an immediate action to remediate the compliance drift identified by this specific SCC posture finding. What should you do?

A. Navigate to the underlying Security Health Analytics (SHA) finding for public_ip_address on the VM.and mark this finding as fixed.
B. Remove the CDE-specific tag from the VM to exclude the tag from this particular PCI DSS posture evaluation scan.
C. Enable and enforce the constraints/compute.vmExternalIpAccess organization policy constraint at the project level for the project where the VM resides.
D. Reconfigure the network interface settings for the VM to explicitly remove the assigned external IP address.

Answer: D

Explanation:
Comprehensive and Detailed Explanation
The correct answer is Option C. The question asks for the immediate action to remediate the existing compliance drift, which is the VM that already has an external IP address.
* Option C (Remediate): Reconfiguring the VM's network interface to remove the external IP directly fixes the identified misconfiguration. This action brings the resource back into compliance, which will cause the Security Command Center finding to be automatically set to INACTIVE on its next scan.2
* Option A (Prevent): Applying the organization policy constraints/compute.vmExternalIpAccess is a preventative control.3 It will stop new VMs from being created with external IPs, but it is not retroactive and does not remove the external IP from the already existing VM. Therefore, it does not remediate the current finding.
* Option B (Mask): Removing the tag simply hides the resource from the posture scan. This is a violation of compliance auditing; it masks the problem instead of fixing it.
* Option D (Ignore): Marking a finding as fixed without actually fixing the underlying issue is incorrect and will not resolve the compliance drift. The finding will reappear as ACTIVE on the next scan.
Exact Extract from Google Security Operations Documents:
Finding deactivation after remediation: After you remediate a vulnerability or misconfiguration finding, the Security Command Center service that detected the finding automatically sets the state of the finding to INACTIVE the next time the detection service scans for the finding.4 How long Security Command Center takes to set a remediated finding to INACTIVE depends on the schedule of the scan that detects the findin5g.
Organization policy constraints: If enforced, the constraint constraints/compute.vmExternalIpAccess will deny the creation or update of VM instances with IPv4 external IP addresses.6 This constraint is not retroactive and will not restrict the usage of external IPs on existing VM instances. To remediate an existing VM, you must modify the instance's network interface settings and remove the external IP.
References:
Google Cloud Documentation: Security Command Center > Documentation > Manage findings > Vulnerability findings > Finding deactivation after remediation7 Google Cloud Documentation: Resource Manager > Documentation > Organization policy > Organization policy constraints > compute.vmExternalIpAccess

NEW QUESTION # 23
You are a SOC manager at an organization that recently implemented Google Security Operations (SecOps).
You need to monitor your organization's data ingestion health in Google SecOps. Data is ingested with Bindplane collection agents. You want to configure the following:
* Receive a notification when data sources go silent within 15 minutes.
* Visualize ingestion throughput and parsing errors.
What should you do?

A. Configure automated scheduled delivery of an ingestion health report in the Data Ingestion and Health dashboard. Monitor and visualize data ingestion metrics in this dashboard.
B. Configure silent source notifications for Google SecOps collection agents in Cloud Monitoring. Create a Cloud Monitoring dashboard to visualize data ingestion metrics.
C. Configure notifications in Cloud Monitoring when ingestion sources become silent in Bindplane.
Monitor and visualize Google SecOps data ingestion metrics using Bindplane Observability Pipeline (OP).
D. Configure silent source alerts based on rule detections for anomalous data ingestion activity in Risk Analytics. Monitor and visualize the alert metrics in the Risk Analytics dashboard.

Answer: B

Explanation:
Comprehensive and Detailed Explanation
The correct solution is Option D. This approach correctly uses the integrated Google Cloud-native tools for both monitoring and alerting.
Google Security Operations (SecOps) automatically streams all ingestion metrics to Google Cloud Monitoring. This includes metrics for throughput (e.g., chronicle.googleapis.com/ingestion/event_count, chronicle.googleapis.com/ingestion/byte_count), parsing errors (e.g., chronicle.googleapis.com/ingestion
/parse_error_count), and the health of collection agents (e.g., chronicle.googleapis.com/ingestion
/last_seen_timestamp).
* Receive a notification (15 minutes): The Data Ingestion and Health dashboard (Option A) is for visualization, and its "reports" are scheduled summaries, not real-time alerts. The only way to get a 15- minute notification is to use Cloud Monitoring. An alerting policy can be configured to trigger when a
"metric absence" is detected for a specific collection agent's last_seen_timestamp, fulfilling the "silent source" requirement.
* Visualize metrics: Cloud Monitoring also provides a powerful dashboarding service. A Cloud Monitoring dashboard can be built to graph all the necessary metrics-throughput, parsing errors, and agent status-in one place.
Option C is incorrect because it suggests using the Bindplane Observability Pipeline, which is a separate product. Option B is incorrect as Risk Analytics is for threat detection (UEBA), not platform health.
Exact Extract from Google Security Operations Documents:
Use Cloud Monitoring for ingestion insights: Google SecOps uses Cloud Monitoring to send the ingestion notifications. Use this feature for ingestion notifications and ingestion volume viewing.
Set up a sample policy to detect silent Google SecOps collection agents:
* In the Google Cloud console, select Monitoring.
* Click Create Policy.
* On the Select a metric page, select Chronicle Collector > Ingestion > Total ingested log count.
* In the Transform data section, set the Time series group by to collector_id.
* Click Next.
* Select Metric absence and set the Trigger absence time (e.g., 15 minutes).
* In the Notifications and name section, select a notification channel.
You can also create custom dashboards in Cloud Monitoring to visualize any of the exported metrics, such as Total ingested log size or Total record count (for parsing).
References:
Google Cloud Documentation: Google Security Operations > Documentation > Ingestion > Use Cloud Monitoring for ingestion insights Google Cloud Documentation: Google Security Operations > Documentation > Ingestion > Silent-host monitoring > Use Google Cloud Monitoring with ingestion labels for SHM

NEW QUESTION # 24
You are implementing Google Security Operations (SecOps) with multiple log sources. You want to closely monitor the health of the ingestion pipeline's forwarders and collection agents, and detect silent sources within five minutes. What should you do?

A. Create a Google SecOps SIEM dashboard to show the ingestion metrics for each log_type and collector_id.
B. Create an ingestion notification for health metrics in Cloud Monitoring based on the total ingested log count for each collector_id.
C. Create a Looker dashboard that queries the BigQuery ingestion metrics schema for each log_type and collector_id.
D. Create a notification in Cloud Monitoring using a metric-absence condition based on sample policy for each collector_id.

Answer: D

Explanation:
The best solution is to create a Cloud Monitoring notification with a metric-absence condition for each collector_id. A metric-absence alert triggers when expected ingestion metrics are missing within a defined period (e.g., five minutes), which quickly identifies silent sources or failed collectors. This provides near real-time detection of ingestion health issues in the SecOps pipeline.

NEW QUESTION # 25
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