Free CompTIA CY0-001 Exam Questions

An attacker inserts skewed datasets and compromised models into an organization's continuous training pipeline, resulting in biased predictions and undetected performance degradation. Which two attacks are most relevant?

An AI fraud detection model becomes unresponsive after attackers send excessively large and malformed data payloads, causing GPU memory exhaustion. Which two attack types best describe this event?

A global organization's AI image generator unintentionally produces culturally insensitive content during a marketing campaign, triggering public backlash and media criticism. Which two risks are illustrated?

An AI fraud detection model becomes unresponsive after attackers send excessively large and malformed data payloads, causing GPU memory exhaustion. Which two attack types best describe this event?

A healthcare organization's AI model for patient diagnosis starts producing biased results after a data cleansing process. Investigation reveals that attackers compromised the cleansing pipeline and selectively removed records from specific demographic groups while maintaining overall dataset statistics. What security vulnerability in data cleansing did the attackers exploit?