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CompTIA CY0-001 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: AI-Assisted Security	24%	- Operational Use of AI 1. AI-enabled threat intelligence analysis 2. Incident response acceleration - Security Operations Enhancement 1. SOC automation and alert correlation 2. AI-driven threat detection and anomaly detection
Topic 2: Securing AI Systems	40%	- AI System Protection 1. Data protection and model security 2. Secure AI pipelines and deployment environments - Adversarial Defense 1. Data poisoning mitigation 2. Model extraction and inference attack defense
Topic 3: Basic AI Concepts Related to Cybersecurity	17%	- Generative AI Concepts 1. Prompting and AI interaction fundamentals 2. LLMs and generative AI basics - AI Threat Landscape 1. Adversarial AI and model manipulation 2. AI-driven cyber threats (phishing, malware automation) - AI and Machine Learning Fundamentals 1. Supervised, unsupervised, reinforcement learning 2. Neural networks and deep learning basics
Topic 4: AI Governance, Risk, and Compliance	19%	- AI Governance Frameworks 1. ISO/IEC AI governance alignment 2. NIST AI RMF concepts - Risk and Compliance 1. Ethical AI and responsible usage policies 2. Regulatory compliance for AI systems

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CompTIA SecAI+ Certification Exam Sample Questions (Q51-Q56):

NEW QUESTION # 51
A company wants to reduce IDS false positives. What tuning should occur FIRST?

A. Increase signature sensitivity
B. Disable low-priority alerts
C. Baseline normal behavior
D. Add new signatures

Answer: C

Explanation:
A behavioral baseline enables effective tuning and alert reduction.

NEW QUESTION # 52
A security consultant must summarize the impact of posture management on a machine learning (ML) use case. Which of the following is the most appropriate reference for this purpose?

A. Generative adversarial network (GAN)
B. National Institute of Standards and Technology (NIST) AI Risk Management Framework (RMF)
C. European Union AI Act
D. Organization for Economic Co-operation and Development (OECD) standards

Answer: B

Explanation:
The NIST AI RMF provides structured guidance for assessing and managing risks across the AI lifecycle, including posture management. It helps organizations align AI security practices with governance, resilience, and trustworthiness requirements.

NEW QUESTION # 53
A team of data scientists is ready to release a model for enterprise use. The team wants to protect the model from unintentional changes or tampering. Which of the following is the most appropriate action?

A. Change the model to a large language model (LLM) for interactive features with guardrails.
B. Provide secure copies of the model for local runtime usage.
C. Integrate an application programming interface (API) with identity and access management (IAM) roles to interact with the model.
D. Restrict access to only IT professionals in the organization.

Answer: C

Explanation:
Protecting the model from tampering requires controlled and auditable access. By integrating the model with an API secured by IAM roles, only authenticated and authorized users or systems can interact with it, ensuring integrity and preventing unauthorized changes.

NEW QUESTION # 54
Which log type is MOST useful for detecting DNS tunneling?

A. DNS query logs
B. Firewall allow logs
C. Netflow logs only
D. Authentication logs

Answer: A

Explanation:
DNS logs reveal abnormal query lengths and frequencies typical of tunneling.

NEW QUESTION # 55
What control reduces the impact radius when a single host is compromised?

A. Network segmentation
B. Obfuscation
C. Redaction
D. Tokenization

Answer: A

Explanation:
Segmentation isolates systems and limits lateral movement.

NEW QUESTION # 56
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