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Last Updated: Jul 30, 2026
No. of Questions: 52 Questions & Answers with Testing Engine
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| Section | Objectives |
|---|---|
| Topic 1: AI-Driven Network Automation and Orchestration | - Configuration Management and Orchestration Tools - Software-Defined Networking (SDN) with AI - Network Automation Principles - Intent-Based Networking (IBN) |
| Topic 2: AI for Network Security | - AI-Powered Threat Detection and Prevention - Automated Incident Response - Behavioral Analytics and User Entity Behavior Analytics (UEBA) - Anomaly Detection in Network Traffic |
| Topic 3: Networking Fundamentals for AI | - Routing and Switching Concepts - IP Addressing and Subnetting - OSI Model and TCP/IP Stack - Network Topologies and Architectures |
| Topic 4: AI-Enhanced Network Monitoring and Troubleshooting | - Self-Healing Networks - Root Cause Analysis with AI - Log Analysis and Pattern Recognition - Intelligent Network Monitoring Systems |
| Topic 5: Emerging Technologies and Future Trends | - IoT Network Management using AI - Zero Trust Architecture Enhanced by AI - 5G and Edge Computing with AI - Ethical Considerations in AI Networking |
| Topic 6: Predictive Analytics and Network Optimization | - Capacity Planning with ML Models - Predictive Maintenance for Network Infrastructure - Traffic Forecasting and Load Balancing - Quality of Service (QoS) Optimization using AI |
| Topic 7: AI and Machine Learning in Networking | - AI Model Training and Inference - Neural Networks and Deep Learning Basics - Supervised, Unsupervised, and Reinforcement Learning - Introduction to AI/ML Concepts |
1. (Scenario: A large financial institution needs to enforce configuration compliance across all network devices to adhere to strict regulatory standards.
Question: Which tool would best support automated compliance and auditing?)
A) Kubernetes, designed for container orchestration rather than compliance.
B) Puppet, with its automated policy enforcement capabilities.
C) OpenStack, which focuses on virtual resource management instead of compliance.
D) Ansible, using its YAML-based playbooks for manual configurations.
2. (Which tool would best assist a company in proactively identifying vulnerabilities in their network infrastructure?)
A) Azure Sentinel, a cloud-native SIEM for AI-driven threat detection.
B) Nebula, designed for ethical hacking to secure networks.
C) Open-AppSec, focused on protecting web applications and APIs.
D) PentestGPT, offering automated penetration testing for threat mitigation.
3. (Scenario: A multinational corporation faces an issue where employees working remotely often connect to corporate resources using unsecured devices. Despite enforcing strong password policies, they still encounter breaches due to compromised endpoints. The security team needs a strategy to ensure only compliant devices can access sensitive resources while minimizing user disruption.
Question: What approach should the corporation adopt to resolve this issue?)
A) Restrict remote access entirely to prevent breaches from unsecured devices.
B) Deploy network segmentation to isolate critical resources from remote access.
C) Implement Zero Trust Architecture to verify user and device compliance.
D) Enforce stricter password policies to enhance user authentication security.
4. (What is unique about AI's approach to anomaly detection?)
A) It focuses completely on single-device behavior patterns.
B) It automates traffic routes based on user input.
C) It depends on static rules to flag known threats.
D) It identifies irregularities using historical and live data.
5. (Scenario: A multinational corporation faces an issue where employees working remotely often connect to corporate resources using unsecured devices. Despite enforcing strong password policies, they still encounter breaches due to compromised endpoints. The security team needs a strategy to ensure only compliant devices can access sensitive resources while minimizing user disruption.
Question: What approach should the corporation adopt to resolve this issue?)
A) Restrict remote access entirely to prevent breaches from unsecured devices.
B) Deploy network segmentation to isolate critical resources from remote access.
C) Implement Zero Trust Architecture to verify user and device compliance.
D) Enforce stricter password policies to enhance user authentication security.
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: C |
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