SY0-701 Security Operations Practice Question
A SIEM correlates the following: 17 failed logons against the same VPN account from one IP in 9 minutes, a successful login from that IP, creation of a new API token in the SaaS tenant, and a large export job started two minutes later. Which two interpretations are best supported? Select two.
⚠ Common exam trap
A common mix-up: candidates confuse a single-account brute-force with password spraying—candidates often misidentify the pattern because they see multiple failed logons and assume many accounts are targeted, but the key is the same account and same IP over a short window.
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
✓
The attacker is likely performing a brute-force password attack against a single account.
A is correct because 17 failed logons against a single VPN account from one IP in 9 minutes is a classic brute-force pattern—repeated authentication attempts targeting one username. The subsequent successful login, API token creation, and data export indicate the attacker gained access and then established persistence (via the token) to exfiltrate data, confirming the account was compromised.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
The attacker is likely performing a brute-force password attack against a single account.
Why this is correct
Seventeen failed logons all targeting the same account from a single source is the hallmark of a brute-force attack, where the attacker systematically submits many password guesses against one username. Unlike spraying, which spreads a few attempts across many identities, this concentrated burst aims to eventually crack the one credential. The subsequent successful logon and token creation are consistent with a brute-force attempt that finally succeeded and then moved to post-exploitation.
- ✗
The pattern is most consistent with password spraying across many accounts.
Why it's wrong here
Password spraying is characterized by a small number of common passwords being tried against a large set of usernames, specifically to avoid triggering account lockout policies. In this SIEM data, all 17 failures are concentrated on a single account, not distributed across many accounts. That concentration is the opposite of spraying's low-and-slow approach, so while both are credential attacks, the pattern does not match spraying.
- ✓
The account is likely compromised and being used for token abuse or persistence.
Why this is correct
A successful logon followed by token creation and export indicates the attacker has already gained valid credentials and is now actively establishing persistence. Creating a token (e.g., an Azure AD token or service principal secret) gives the attacker a way to authenticate without repeatedly presenting the password, allowing them to retain access even if the password is later changed. This is a classic post-compromise behavior, distinct from the initial brute-force phase.
- ✗
The events primarily indicate a volumetric denial-of-service attack.
Why it's wrong here
A volumetric denial-of-service attack is designed to exhaust network bandwidth, server connections, or other resources by flooding them with high-volume traffic. The events here consist of 17 authentication failures and a token creation — neither of which generates the massive traffic required for a DoS. There is no indication of resource saturation or service unavailability, so the sequence is clearly about credential access and session abuse, not availability disruption.
- ✗
Token creation proves the account password was never exposed.
Why it's wrong here
Creating a token after a successful login is often the direct result of the attacker authenticating with the correct password, which could have been obtained through the brute-force attack. Tokens are issued by identity providers after authentication succeeds, so their existence is evidence that the password was used, not that it was never exposed. A compromised password frequently leads to token creation as part of persistence, so this option misreads the forensic artifact.
Go deeper
Related to this question
Learn chapter
Identity and Access Management
Key term
VPN
A VPN (Virtual Private Network) creates a secure, encrypted tunnel between your device and a remote server, protecting your data and hiding your online activity.
Key term
VPN
A VPN creates an encrypted tunnel over a public network to securely connect remote users or sites to a private network.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This SY0-701 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 SY0-701 exam.