HOT CY0-001 Exam Tests: CompTIA SecAI+ Certification Exam - Latest CompTIA CY0-001 Exam Cram Questions

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| Section | Weight | Objectives |
|---|
| Securing AI Systems | 40% | - AI System Protection
- 1. Secure AI pipelines and deployment environments
- 2. Data protection and model security
- Adversarial Defense
- 1. Model extraction and inference attack defense
- 2. Data poisoning mitigation
|
| Basic AI Concepts Related to Cybersecurity | 17% | - AI Threat Landscape
- 1. Adversarial AI and model manipulation
- 2. AI-driven cyber threats (phishing, malware automation)
- Generative AI Concepts
- 1. LLMs and generative AI basics
- 2. Prompting and AI interaction fundamentals
- AI and Machine Learning Fundamentals
- 1. Neural networks and deep learning basics
- 2. Supervised, unsupervised, reinforcement learning
|
| AI Governance, Risk, and Compliance | 19% | - Risk and Compliance
- 1. Ethical AI and responsible usage policies
- 2. Regulatory compliance for AI systems
- AI Governance Frameworks
- 1. NIST AI RMF concepts
- 2. ISO/IEC AI governance alignment
|
| AI-Assisted Security | 24% | - Operational Use of AI
- 1. Incident response acceleration
- 2. AI-enabled threat intelligence analysis
- Security Operations Enhancement
- 1. AI-driven threat detection and anomaly detection
- 2. SOC automation and alert correlation
|
>> CY0-001 Exam Tests <<
CompTIA CY0-001 Exam Cram Questions & CY0-001 Free Practice Exams
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CompTIA SecAI+ Certification Exam Sample Questions (Q114-Q119):
NEW QUESTION # 114
Which of the following controls is the best way to mitigate a denial-of-service (DoS) attack?
- A. Access controls
- B. Rate limiting
- C. End-to-end encryption
- D. Model guardrails
Answer: B
Explanation:
Rate limiting restricts the number of requests within a set timeframe, preventing attackers from overwhelming the system with excessive traffic, making it the best control to mitigate a DoS attack.
NEW QUESTION # 115
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 if the following best describes this query?
- A. One-shot prompting
- B. Distillation
- C. System role
- D. Prompt template
Answer: A
Explanation:
One-shot prompting provides the model with a single example (in this case, a successful resume) to guide how it should process future inputs. This technique helps the AI better align its output with the desired evaluation criteria.
NEW QUESTION # 116
Which control BEST prevents attackers from harvesting password hashes during lateral movement?
- A. Credential-guarding solutions
- B. Account lockouts
- C. Network segmentation
- D. Disable RDP
Answer: A
Explanation:
LSASS-protection solutions prevent hash extraction.
NEW QUESTION # 117
What control reduces the impact radius when a single host is compromised?
- A. Tokenization
- B. Network segmentation
- C. Redaction
- D. Obfuscation
Answer: B
Explanation:
Segmentation isolates systems and limits lateral movement.
NEW QUESTION # 118
A group of security engineers is developing a SIEM system that will be able to ingest data from multiple structured and unstructured sources, have a chatbot integrated with an LLM that the security analyst can interact with, and provide insights from the SIEM alert data.
Which of the following techniques should the security engineers consider before collecting the data from the respective sources?
- A. Cleansing
- B. Verification
- C. Vector storage
- D. Balancing
Answer: A
Explanation:
Basic Concept: Before ingesting data from multiple sources - both structured and unstructured - into an AI- powered SIEM system, the data must be prepared to ensure quality, consistency, and usability. Data from diverse sources often contains noise, errors, duplicates, and formatting inconsistencies that will degrade AI performance if not addressed. CompTIA SecAI+ covers data preparation as a prerequisite for AI system effectiveness.
Why C is Correct: Data cleansing is the process of detecting and correcting or removing corrupt, inaccurate, incomplete, and duplicate data. Before collecting data from multiple structured and unstructured SIEM sources, engineers must cleanse the data to standardize formats, remove duplicates, fill missing values, and eliminate noise. Clean input data is fundamental to producing accurate AI-generated insights and reliable LLM interactions in the SIEM context.
Why A is Wrong: Balancing addresses class distribution imbalance in labeled training data for classification models. While relevant when training ML detection models, it is not the primary consideration before initial data collection from diverse SIEM sources.
Why B is Wrong: Verification confirms that data meets expected quality standards and validates its accuracy against trusted sources. It is a post-collection quality check performed after cleansing, not the first step before data collection.
Why D is Wrong: Vector storage refers to databases that store embeddings for semantic search, relevant for RAG systems. It is a storage architecture decision made after data is collected, processed, and prepared, not a pre-collection technique.
NEW QUESTION # 119
......
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