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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)
Available Languages:	Japanese, English
Exam Format:	Multiple select, Multiple choice
Certificate Validity Period:	2 years
Real Exam Qty:	Approximately 50–60 questions
Exam Price:	$200 USD (may vary by region)
Exam Duration:	120 minutes
Related Certifications:	Google Cloud Certified - Associate Cloud Engineer Google Cloud Certified - Professional Cloud Security Engineer
Recommended Training:	Google Cloud Security Operations Training Google Cloud Security Engineer Learning Path
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 考試大綱：

主題	簡介
主題 1	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.
主題 2	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.
主題 3	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.
主題 4	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.

最新的 Google Cloud Certified Security-Operations-Engineer 免費考試真題 (Q10-Q15):

問題 #10
You have been tasked with developing a new response process in a playbook to contain an endpoint. The new process should take the following actions:
- Send an email to users who do not have a Google Security Operations (SecOps) account to request approval for endpoint containment
- Automatically continue executing its logic after the user responds
You plan to implement this process in the playbook by using the Gmail integration. You want to minimize the amount of effort required by the SOC analyst. What should you do?

A. Use the 'Send Email' action to send an email requesting approval to contain the endpoint, and use the 'Wait For Thread Reply' action to receive the result. The analyst manually contains the endpoint.
B. Set the containment action to 'Manual' and assign the action to the user to execute or skip the containment action.
C. Generate an approval link for the containment action and include the placeholder in the body of the 'Send Email' action. Configure additional playbook logic to manage approved or denied containment actions.
D. Set the containment action to 'Manual' and assign the action to the appropriate tier. Contact the user by email to request approval. The analyst chooses to execute or skip the containment action.

答案：C

解題說明：
The correct approach is to generate an approval link for the containment action and embed it in the email sent via the Gmail integration. When the user clicks the link (approve/deny), the playbook automatically resumes execution and follows the logic for approved or denied outcomes. This ensures:
- The process is automated and requires minimal SOC analyst effort.
- Users without SecOps accounts can still approve actions securely through email.
- The playbook continues automatically based on the response, instead of waiting for a manual analyst decision.

問題 #11
You are responsible for evaluating the level of effort required to integrate a new third-party endpoint detection tool with Google Security Operations (SecOps). Your organization's leadership wants to minimize customization for the new tool for faster deployment. You need to verify that the Google SecOps SOAR and SIEM support the expected workflows for the new third-party tool.
You must recommend a tool to your leadership team as quickly as possible. What should you do?
(Choose two.)

A. Configure a Pub/Sub topic to ingest raw logs from the third-party tool and build custom YARA-L rules in Google SecOps to extract relevant security events.
B. Review the architecture of the tool to identify the cloud provider that hosts the tool.
C. Identify the tool in the Google SecOps Marketplace and verify support for the necessary actions in the workflow.
D. Review the documentation to identify if default parsers exist for the tool, and determine whether the logs are supported and able to be ingested.
E. Develop a custom integration that uses Python scripts and Cloud Run functions to forward logs and orchestrate actions between the third-party tool and Google SecOps.

答案：C,D

解題說明：
Reviewing documentation to confirm whether default parsers exist for the tool ensures logs can be ingested into Google SecOps without heavy customization.
Checking the Google SecOps Marketplace verifies whether the tool has native SOAR/SIEM integration and supported actions, which directly impacts how quickly and easily workflows can be implemented.

問題 #12
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 Looker dashboard that queries the BigQuery ingestion metrics schema 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 Google SecOps dashboard that shows the ingestion metrics for each iog_cype and collector_id.
D. Create a notification in Cloud Monitoring using a metric-absence condition based on sample policy for each collector_id.

答案：D

解題說明：
Comprehensive and Detailed Explanation
The correct solution is Option B. This question requires a low-latency (5 minutes) notification for a silent source.
The other options are incorrect for two main reasons:
* Dashboards vs. Notifications: Options C and D are incorrect because dashboards (both in Looker and Google SecOps) are for visualization, not active, real-time alerting. They show you the status when you look at them but do not proactively notify you of a failure.
* Metric-Absence vs. Metric-Value: Google SecOps streams all its ingestion health metrics to Google Cloud Monitoring, which is the correct tool for real-time alerting. However, Option A is monitoring the "total ingested log count." This metric would require a threshold (e.g., count < 1), which can be problematic. The specific and most reliable method to detect a "silent source" (one that has stopped sending data entirely) is to use a metric-absence condition. This type of policy in Cloud Monitoring triggers only when the platform stops receiving data for a specific metric (grouped by collector_id) for a defined duration (e.g., five minutes).
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... You can integrate email notifications into existing workflows.
Set up a sample policy to detect silent Google SecOps collection agents:
* In the Google Cloud console, select Monitoring.
* Click Create Policy.
* Select a metric, such as chronicle.googleapis.com/ingestion/log_count.
* In the Transform data section, set the Time series group by to collector_id.
* Click Next.
* Select Metric absence and do the following:
* Set Alert trigger to Any time series violates.
* Set Trigger absence time to a time (e.g., 5 minutes).
* In the Notifications and name section, select a notification channel.
References:
Google Cloud Documentation: Google Security Operations > Documentation > Ingestion > Use Cloud Monitoring for ingestion insights

問題 #13
You need to augment your organization's existing Security Command Center (SCC) implementation with additional detectors. You have a list of known IoCs and would like to include external signals for this capability to ensure broad detection coverage. What should you do?

A. Create a custom posture for your organization that combines the prebuilt Event Threat Detection and Security Health Analytics (SHA) detectors.
B. Create a Security Health Analytics (SHA) custom module using the compute address resource.
C. Create a custom log sink with internal and external IP addresses from threat intelligence. Use the SCC API to generate a finding for each event.
D. Create an Event Threat Detection custom module using the "Configurable Bad IP" template.

答案：D

解題說明：
The correct solution is to create an Event Threat Detection (ETD) custom module. ETD is the Security Command Center (SCC) service designed to analyze logs for active threats, anomalies, and malicious behavior. The user's requirement is to use a list of known Indicators of Compromise (IoCs) and external signals, which directly aligns with the purpose of ETD.
In contrast, Security Health Analytics (SHA), mentioned in options A and B, is a posture management service. SHA custom modules are used to detect misconfigurations and vulnerabilities in resource settings, not to analyze log streams for threat activity based on IoCs.
Event Threat Detection provides pre-built templates for creating custom modules to simplify the detection engineering process. The "Configurable Bad IP" template is specifically designed for this exact use case. It allows an organization to upload and maintain a list of known malicious IP addresses (a common form of external IoC). ETD will then continuously scan relevant log sources, such as VPC Flow Logs, Cloud DNS logs, and Cloud NAT logs. If any activity to or from an IP address on this custom list is detected, ETD automatically generates a CONFIGURABLE_BAD_IP finding in Security Command Center for review and response. This approach is the native, efficient, and supported method for integrating IP-based IoCs into SCC, unlike option D which requires building a complex, manual pipeline.
(Reference: Google Cloud documentation, "Overview of Event Threat Detection custom modules"; "Using Event Threat Detection custom module templates")

問題 #14
You observe several distinct, low-severity suspicious activities associated with a single internal server. You determine that no single event is a high-confidence IOC. You need to create a solution that ensures ongoing and heightened scrutiny for this server. What should you do?

A. Schedule a daily Google Security Operations (SecOps) report detailing all activity on this server.
B. Develop a YARA-L detection rule specific to this server.
C. Create a case, isolate the server from the network, and escalate the case for forensic investigation.
D. Add the server to a Google Security Operations (SecOps) watchlist, and monitor the watchlist closely for the next few weeks.

答案：D

解題說明：
The best approach is to add the server to a Google SecOps watchlist and monitor it closely. This allows you to continuously scrutinize the server for future suspicious activity, without overreacting or escalating prematurely, ensuring that any escalation is data-driven and based on accumulating context.

問題 #15
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