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| Section | Weight | Objectives |
|---|---|---|
| AI Governance, Risk and Compliance | 19% | - Risk management for AI
|
| AI-assisted Security | 24% | - Security automation and orchestration
|
| Basic AI Concepts Related to Cybersecurity | 17% | - AI applications in security
|
| Securing AI Systems | 40% | - Defending against AI-specific attacks
|
The learning material is available in three different easy-to-use forms. The first one is a PDF form. The students can save the CY0-001 questions by taking out their prints or can access them on their smartphones, tablets, and laptops. The PDF form can be used anywhere anytime and is essential for applicants who like to learn from their smart devices. The second form is CompTIA SecAI+ Certification Exam (CY0-001) web-based practice test which can be taken from browsers like Firefox, Microsoft Edge, Google Chrome, and Safari.
NEW QUESTION # 52
An airline corporation wants to implement a chatbot application using a large language model (LLM) so its customers can ask questions and receive answers about flight details and have the option to upload files.
Which of the following security controls should the airline use to protect against malicious input and unauthorized use beyond the service-level agreement? (Choose two.)
Answer: A,D
Explanation:
Basic Concept: LLM-based chatbots accepting user-uploaded files face two critical risk categories: malicious input injection and resource or cost abuse. CompTIA SecAI+ Study Guide highlights prompt security controls and resource management as key defensive layers for public-facing LLM applications.
Why A is Correct: Prompt guardrails intercept and filter user inputs and model outputs, blocking malicious prompts, prompt injection attempts, and harmful file content before affecting model behavior. Since users can upload files, guardrails are essential for sanitizing and validating that content before processing.
Why D is Correct: Model token quotas directly limit how much of the LLM ' s processing capacity a user can consume. This prevents abuse beyond the SLA, including denial-of-wallet attacks or resource exhaustion through excessively large inputs or repeated requests.
Why B is Wrong: Role-based access controls manage who can access what resources. While useful for internal systems, they do not address malicious input content or enforce LLM resource consumption limits for a public-facing chatbot.
Why C is Wrong: Firewall rules operate at the network layer and can block unauthorized IPs or ports but cannot inspect or filter the semantic content of prompts or control token-level LLM usage.
NEW QUESTION # 53
A healthcare organization plans to deploy a chatbot for appointment scheduling and patient records.
Which of the following is the first step a security administrator should take?
Answer: B
Explanation:
Basic Concept: Before implementing any security controls for an AI system, especially in a highly regulated sector such as healthcare, a risk assessment must first be conducted to understand the specific threats, vulnerabilities, regulatory obligations, and compliance requirements. CompTIA SecAI+ Study Guide emphasizes risk assessment as the foundational first step in any AI security program.
Why C is Correct: A risk assessment identifies what assets need protection, what threats exist, what regulations apply such as HIPAA for healthcare AI, and what the potential impact of various failure modes would be. In healthcare, this is especially critical given the sensitivity of patient records and strict regulatory requirements. The risk assessment results then inform and prioritize all subsequent security control implementations.
Why A is Wrong: Implementing prompt firewalls is a technical security control appropriate after risks have been identified and prioritized. Deploying controls before conducting a risk assessment may address the wrong threats or miss critical vulnerabilities.
Why B is Wrong: Role-based access management is a security control that should be designed based on identified roles and access requirements discovered during risk assessment. It is an implementation step, not the first step.
Why D is Wrong: Using a secure communication channel is a specific technical control for data in transit.
While important, it addresses only one specific risk and should be implemented as part of a comprehensive security strategy informed by a prior risk assessment.
NEW QUESTION # 54
An organization recently developed an AI-powered product and discovers that it is vulnerable to attacks in which malicious actors can alter the input, causing the system to recommend inappropriate information. Which of the following techniques is the most effective way to secure the system against manipulation attacks?
Answer: C
Explanation:
Guardrails restrict and control how an AI model processes and responds to inputs, making them the most effective defense against manipulation attacks such as prompt injection or malicious input alteration.
NEW QUESTION # 55
Which of the following responsible AI standards refers to a principle that clearly states the reasons behind the decisions for a particular conclusion?
Answer: D
Explanation:
Explainability is the responsible AI principle that ensures AI systems can provide clear reasoning for their decisions, allowing users to understand how and why a particular conclusion was reached.
NEW QUESTION # 56
A human resources officer is using AI to evaluate resumes and help select candidates that meet minimum criteria. To improve the results, the human resources officer adjusts the query parameters and includes an example resume that matches a successful candidate.
Which of the following best describes this query?
Answer: B
Explanation:
Basic Concept: Prompting techniques determine how effectively an LLM is guided to produce desired outputs. Providing a single example within a prompt is a well-established technique known as one-shot prompting, which leverages in-context learning. CompTIA SecAI+ Study Guide covers prompting strategies under basic AI concepts.
Why C is Correct: One-shot prompting involves providing exactly one example of the desired input-output format within the prompt to guide the model ' s responses. In this scenario, the HR officer includes one example resume matching a successful candidate to show the model what a qualifying candidate looks like.
This single example instructs the model on the evaluation criteria through demonstration rather than explicit description.
Why A is Wrong: Distillation is a model training technique where a smaller student model is trained to replicate the behavior of a larger teacher model. It is a model compression methodology, not a prompting technique used at query time.
Why B is Wrong: A prompt template is a reusable, structured format for prompts with placeholders that can be filled in for different queries. While templates may incorporate examples, the term specifically describes the structural framework, not the act of providing a single example.
Why D is Wrong: A system role defines the AI model ' s persona, context, and behavioral guidelines at the system level before user interaction begins. It sets the model ' s overall behavior, not a specific technique of providing examples within queries.
NEW QUESTION # 57
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