Learn why monitoring the security of an Azure AI solution is crucial for ensuring data integrity, preventing malicious attacks, and maintaining compliance. Prepare effectively for your Designing Azure AI Solutions certification exam.
Table of Contents
Question
Why is monitoring the security of an Azure AI Solution important?
A. To ensure that all components are up to date
B. To ensure the integrity of access to the solution and its data and to prevent malicious attacks
C. To comply with GDPR
D. To see who has been working on the AI Solution
Answer
B. To ensure the integrity of access to the solution and its data and to prevent malicious attacks
Explanation
Monitoring the security of an Azure AI solution is vital for several reasons:
Data Integrity and Access Control
Security monitoring ensures that only authorized users and systems can access the AI solution and its underlying data. By implementing measures like role-based access control (RBAC) and managed identities, you can prevent unauthorized access that could compromise sensitive data or disrupt operations.
Threat Detection and Prevention
Azure provides advanced tools like Microsoft Sentinel and Microsoft Defender for Cloud, which leverage AI and machine learning to detect anomalies, identify potential threats, and respond to malicious activities in real-time. This proactive approach helps safeguard against cyberattacks such as data breaches, insider threats, and ransomware.
Compliance with Security Standards
While compliance (e.g., GDPR) is essential, monitoring plays a more critical role in maintaining the operational security of the solution by adhering to best practices like encryption of data at rest and in transit, auditing logs, and enforcing conditional access policies.
Operational Continuity
Continuous monitoring ensures that your AI system functions as intended without interruptions caused by security incidents. Tools like Azure Monitor provide insights into system performance while flagging suspicious activities that could lead to downtime or data loss.
By focusing on these aspects, you can ensure a secure, robust, and reliable Azure AI solution while minimizing risks associated with malicious attacks or unauthorized access.
Designing Microsoft Azure AI Solutions skill assessment practice question and answer (Q&A) dump including multiple choice questions (MCQ) and objective type questions, with detail explanation and reference available free, helpful to pass the Designing Microsoft Azure AI Solutions exam and earn Designing Microsoft Azure AI Solutions certification.