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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Governance, Risk, and Compliance | 14% | - Compare and contrast various types of security controls - Explain risk management processes and concepts - Given a scenario, follow organizational security policies and procedures - Explain privacy and sensitive data concepts in relation to security - Summarize regulations, standards, and frameworks that impact organizations |
| Topic 2: Implementation | 25% | - Given a scenario, implement authentication and authorization solutions - Given a scenario, apply cybersecurity solutions to the cloud - Given a scenario, implement secure systems design - Given a scenario, implement secure host settings - Given a scenario, implement secure network architecture concepts - Given a scenario, implement public key infrastructure (PKI) - Given a scenario, implement identity and account management controls - Given a scenario, implement secure mobile device policies |
| Topic 3: Attacks, Threats, and Vulnerabilities | 24% | - Explain vulnerability scanning concepts - Given a scenario, analyze potential indicators associated with application attacks - Explain threat actor types and attributes - Explain penetration testing concepts - Compare and contrast types of social engineering attacks - Given a scenario, analyze potential indicators associated with network attacks - Given a scenario, analyze potential indicators to determine the type of attack |
| Topic 4: Operations and Incident Response | 16% | - Given a scenario, use appropriate tool to assess organizational security - Summarize the importance of policies, processes, and procedures for incident response - Explain key aspects of digital forensics - Given a scenario, apply mitigation techniques or controls to secure an environment - Given a scenario, use data sources to support an investigation |
| Topic 5: Architecture and Design | 21% | - Summarize virtualization and cloud security concepts - Explain the security implications of embedded and specialized systems - Given a scenario, implement cybersecurity resilience - Explain secure application development, deployment, and automation concepts - Summarize basics of cryptographic concepts - Explain the importance of physical security controls - Summarize authentication and authorization design concepts - Explain the importance of security concepts in an enterprise environment |
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NEW QUESTION # 98
A multinational company wants to implement an AI-assisted job screening solution.
Which of the following should the company reference to reduce the risk of incurring compliance-related fines?
Answer: A
Explanation:
Basic Concept: AI systems used in employment contexts such as job screening carry significant regulatory risk. For a multinational company operating in or serving markets covered by the EU AI Act, compliance with this binding regulation is mandatory to avoid substantial fines. CompTIA SecAI+ Exam Objectives cover AI regulatory compliance under Domain 4.
Why B is Correct: The EU AI Act explicitly classifies AI systems used for employment screening, candidate evaluation, and worker management as high-risk AI applications. These systems are subject to strict compliance requirements including mandatory conformity assessments, human oversight, transparency obligations, and registration. Non-compliance can result in fines up to 30 million euros or 6% of global annual turnover. A multinational company implementing AI job screening must reference the EU AI Act as the primary compliance obligation.
Why A is Wrong: ISO AI standards such as ISO 42001 are voluntary management system standards. While useful for best practices, they do not carry legal enforcement power and adherence does not prevent regulatory fines from binding legislation like the EU AI Act.
Why C is Wrong: Corporate policy is an internal governance document that sets organizational standards. It cannot supersede external legal obligations and following only corporate policy does not protect against fines from regulatory bodies enforcing the EU AI Act.
Why D is Wrong: NIST AI RMF is a voluntary American risk management framework. While excellent for AI risk governance, it is not a binding regulation and does not address the legal compliance requirements that generate fines from regulatory authorities in jurisdictions covered by the EU AI Act.
NEW QUESTION # 99
An engineer is analyzing findings from a penetration test that indicate insufficient data encryption. The report also indicates that additional controls must be placed on the data. To protect against loss of intellectual property, the engineer must implement data security.
Part 1: Use drop-down menu to select the most appropriate protocol or cipher for each system component.
Part 2: Use the drop-down menu to select the most appropriate technique to apply to the modified data.
Answer:
Explanation:
Explanation:
Part 1 - Select the protocol or cipher
System component
Select
API gateway
TLS 1.2
Database storage
CAMELLIA
AI model storage
HMAC-SHA512
Part 2 - Select the data-protection technique
Enter the techniques from the first row to the fifth row in this exact order:
Row Data modification Select
1 The name field is removed, while patient_id and dob remain De-identification
2 ip_addr and name are removed, leaving cookie and uid Anonymization
3 The card number is replaced by 0x0193828829 Tokenization
4 sensitivity: " SECRET " is added Classification
5 Part of the PIN is replaced by XXXX Masking
See Explanation
Why these are the intended answers
API gateway # TLS 1.2
The API gateway handles data moving between the client and backend systems. TLS is the only listed transport-security protocol and therefore protects the data in transit . OWASP recommends encrypting sensitive data in transit by using TLS with secure parameters.
Database storage # CAMELLIA
CAMELLIA is a symmetric block cipher suitable for encrypting substantial quantities of stored data. It is therefore the valid storage-encryption choice among the listed options.
Do not select AES-512 . AES-512 is not a standardized AES variant. NIST defines only AES-128, AES-192, and AES-256 .
AI model storage # HMAC-SHA512
The scenario separately emphasizes protection against loss or modification of intellectual property. HMAC- SHA512 supplies message authentication and integrity verification, allowing unauthorized modification of the AI model to be detected. HMAC is not confidentiality encryption, but it is the most appropriate listed additional control for protecting model integrity. OWASP specifically identifies HMACs as cryptographic controls for stored-data integrity.
Why the other options are not selected
* SHA-2 512: Hashing only; no secret key and no encryption.
* Elliptical curve: A family of cryptographic techniques, not a specific storage or transport protocol.
* ECDH: Used for key agreement, not direct bulk-data encryption.
* AES-512: Invalid AES key size.
* RSA-2048: Primarily used for asymmetric encryption, signatures, or key transport; inefficient for bulk database or model encryption.
* CAMELLIA: Appropriate symmetric encryption for stored data.
* HMAC-SHA512: Integrity and authenticity, not confidentiality.
Final Part 2 order
* De-identification
* Anonymization
* Tokenization
* Classification
* Masking
Explanation:
De-identification removes an explicitly identifying field-in this case, the person's name-while retaining other fields needed for processing. The remaining patient ID and date of birth could potentially permit re- identification when combined with other information, so this is de-identification rather than complete anonymization. OWASP describes de-identification as deleting, scrambling, or pseudonymizing direct and indirect identifiers.
Anonymization removes identifying attributes so that the displayed record is not directly tied to the named individual. Here, both the name and IP address are removed.
Tokenization substitutes a sensitive value with a non-sensitive representative token. The original payment- card number is replaced with the hexadecimal-style value 0x0193828829. OWASP recognizes tokenization as a method for reducing exposure of stored sensitive data.
Classification labels information according to sensitivity. Adding sensitivity: " SECRET " does not conceal or transform the PIN; it categorizes the record so appropriate controls can be applied. OWASP recommends classifying processed, stored, and transmitted data and applying controls based on that classification.
Masking obscures only part of a sensitive value while preserving its general format. Changing 999-99-9999 to 999-99-XXXX is partial masking.
NEW QUESTION # 100
A security operations center (SOC) analyst needs to automate multiple security tasks by breaking them down into smaller parts. Which of the following AI tools is the best for this task?
Answer: A
Explanation:
Agentic AI is designed to autonomously break down complex tasks into smaller steps and execute them in sequence. This makes it the best tool for automating multiple security tasks in a SOC environment.
NEW QUESTION # 101
An automobile manufacturer implements a chatbot to assist with configuration options for customer automobiles. Given a customer ' s prompt, the chatbot gives offensive responses.
Which of the following describes this behavior?
Answer: B
NEW QUESTION # 102
A security analyst finds that the AI system is under a denial-of-wallet attack.
Which of the following should the analyst enforce to protect the company? (Choose two.)
Answer: D,E
NEW QUESTION # 103
......
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