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100% Pass High-quality CY0-001 - Trustworthy CompTIA SecAI+ Certification Exam E
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CompTIA SecAI+ Certification Exam Sample Questions (Q93-Q98):NEW QUESTION # 93
An administrator, who works for a financial institution, is required to implement data security controls for data at rest within AI systems that involve data disclosure. Which of the following is the most suitable control?
- A. Masking
- B. Encryption
- C. Rate limits
- D. Data lineage
Answer: B
Explanation:
For financial institutions handling AI systems, protecting data at rest against disclosure requires encryption. Encryption ensures that even if the storage medium is accessed or compromised, the data remains unreadable without the proper decryption keys.
NEW QUESTION # 94
A security administrator needs to improve an AI model. During an initial investigation, the administrator notices that two successive login features are recorded every day, and then a successful login occurs after a specific time interval. All the successful login attempts have been during office hours.
Which of the following techniques should the administrator use to improve the AI model's security?
- A. Pattern recognition
- B. Access management
- C. Vulnerability analysis
- D. Signature matching
Answer: A
Explanation:
The administrator is analyzing repeated login behaviors and time-based patterns that precede successful access. Pattern recognition allows the AI model to detect these behavioral trends, improving its ability to identify anomalies or potential attacks while aligning with normal office-hour login behavior.
NEW QUESTION # 95
SIMULATION
Instructions
Part1
Use drop-down menu to select the most appropriate protocol or cipher for each system component.
Part2
Use the drop-down menu to select the most appropriate technique to apply to the modified data.
It at any time you would like to bring back the initial state of the simulation, please click the Reset All button.
An engineer is analyzing findings from a penetration test that indicate insufficient data encryption.
The engineer must implement data security.


Answer:
Explanation:


Explanation:
Part 1 (Protocols/Ciphers):
API Gateway: TLS 1.2
* Database: AES-512
* AI Model: gRPC
Part 2 (Techniques):
1. {pin:"999-99-9999", name:"john doe"} → {pin:"999-99-9999", name:"john doe", sensitivity:"SECRET"} → Classification
2. {ip_addr:"1.2.3.4", cookie:"aK3idkd==", name:"John Doe" uid="1111"} → {cookie:"aK3idkd==", uid="1111"} → De-identification
3. {pin:"999-99-9999", name:"john doe"} → {pin:"999-99-XXXX", name:"john doe"} → Masking
4. {card_number:"1111222233334444", name:"john doe", user_id:"1"} →
{card_number:"0x019238829", name:"john doe", user_id:"1"} → Tokenization
5. {name:"john doe", patient_id:"10000", dob:"1980-Jan-05"} → {patient_id:"10000", dob:"1980- Jan-05"} → Anonymization Part 1:
* TLS 1.2 secures client-to-gateway communications.
* AES-512 provides strong encryption for data at rest in the database.
* gRPC ensures efficient, secure communication between services (AI model).
Part 2:
* Classification tags sensitive data for handling.
* De-identification strips direct identifiers.
* Masking obscures part of sensitive values while keeping format.
* Tokenization replaces sensitive data with a reversible placeholder.
* Anonymization removes identifying attributes, making re-identification impossible.
NEW QUESTION # 96
An attacker successfully completes a denial-of-service (DoS) attack through the context window of an AI system. Thousands of characters are obfuscated and hidden behind an emoji. Which of the following techniques best mitigates this type of attack?
- A. Pattern recognition
- B. Large language model (LLM)-as-a-judge
- C. Prompt filter
- D. Fraud detection
Answer: C
Explanation:
A DoS attack through the context window relies on overwhelming the model with excessive or obfuscated input. Prompt filtering prevents such malicious or oversized inputs from being processed, ensuring that the model only receives safe, properly structured data within acceptable limits.
NEW QUESTION # 97
Which of the following job roles in an organizational governance structure develops a model from business use cases?
- A. Platform architect
- B. Machine learning operations (MLOps) engineer
- C. AI risk analyst
- D. Data scientist
Answer: D
Explanation:
A data scientist develops models from business use cases by translating organizational needs into machine learning solutions. They prepare data, select algorithms, and build models that align with the use cases.
NEW QUESTION # 98
......
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