Q19 — AWS AIF-C01 Ch.2

Question 19 of 100 | ← Chapter 2

A company wants to use artificial intelligence to protect its applications from threats. The AI solution must determine whether an IP address originates from a suspicious source. Which solution satisfies this requirement?

• A. Build a speech recognition system.
• B. Create a natural language processing (NLP) named entity recognition system.
• C. Develop an anomaly detection system. ✓
• D. Create a fraud prediction system.

Correct Answer: C. Develop an anomaly detection system.

Explanation

Anomaly detection systems analyze network traffic patterns to identify statistically significant deviations from baseline behavior—effectively flagging malicious IPs (e.g., botnets, scanners, or proxies). Fraud prediction focuses on transactional risk, NLP NER extracts entities from text, and speech recognition is irrelevant to IP analysis.