CS0-003 Security Operations Practice Question
A security analyst is tuning a SIEM rule that generates alerts for every failed login attempt. The rule is causing alert fatigue. Which TWO actions would reduce false positives while maintaining security visibility?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Aggregate alerts by source IP and time window
Aggregating alerts by source IP reduces noise from individual attempts. Whitelisting known service accounts performing repeated failed logins (due to misconfigured services) also reduces false positives.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
Aggregate alerts by source IP and time window
Why this is correct
Aggregating alerts by source IP and time window groups multiple failed login attempts into a single, consolidated alert, effectively suppressing repetitive notifications while still preserving detection of brute-force or credential-stuffing activity. This correlation technique condenses dozens or hundreds of individual events into one actionable incident, reducing analyst alert fatigue and allowing the security team to focus on the actual attack pattern rather than being overwhelmed by event-level noise.
- ✗
Disable the rule entirely
Why it's wrong here
Disabling the rule entirely removes all visibility into failed login attempts, which are often the first indicator of brute-force attacks, credential stuffing, or account compromise. This leaves the SIEM blind to a critical early-warning signal, and even if the rule is noisy, providing zero detection coverage is a much greater security risk. The correct approach is to tune the rule's aggregation and filtering logic, not to delete it outright.
- ✓
Whitelist IP addresses of internal services that generate repeated failed logins
Why this is correct
Whitelisting IP addresses belonging to internal services that legitimately generate repeated failed logins suppresses known-benign events, such as an application with misconfigured credentials or a service account whose password expired. This targeted exclusion reduces false positives while preserving detection for truly suspicious IPs, but it must be applied narrowly and reviewed periodically because if a whitelisted service account is compromised, its malicious activity would also be silently ignored.
- ✗
Increase the alert severity threshold
Why it's wrong here
Raising the alert severity threshold does not reduce the number of alerts generated by the rule; it only changes how severe the resulting alert is labeled (e.g., from high to critical) and may affect notification pathways, not the frequency of alert creation. Noisy rules need to be filtered via aggregation, whitelisting, or by adjusting the rule's match conditions, not by altering severity, which can actually worsen the problem by causing critical-level alerts to be ignored due to the same noise volume.
- ✗
Increase the log retention period
Why it's wrong here
Increasing the log retention period affects only how long raw logs are stored for compliance or forensic analysis, and has no bearing on real-time alert generation or rule matching. The SIEM evaluates inbound event streams against rule logic essentially at the moment they arrive, so keeping logs longer will not lower the number of triggered alerts. Log retention is an operational and compliance concern, not a detection and tuning control.
Go deeper
Related to this question
Learn chapter
SIEM Log Analysis
Key term
Alert fatigue
Alert fatigue is the desensitization and overwhelming feeling security analysts experience when they receive so many security alerts that they begin to ignore or miss them.
Key term
Alert
An alert is a notification that something unusual or potentially harmful has happened in a computer system or network.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This CS0-004 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the CS0-004 exam.