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WorksheetsDAY 4 – NEXT-GEN Cybersecurity with AI
Total questions: 5
Worksheet time: 3mins
Machine Learning (ML) and Deep Learning (DL) both rely on training data to detect threats in cybersecurity systems
True
False
Adversarial attacks strengthen AI models by improving their detection accuracy
True
False
Which of the following is a common dataset used for training Intrusion Detection Systems (IDS)?
ImageNet
CICIDS2017
MNIST
COCO
What is one major disadvantage of Deep Learning (DL) models in cybersecurity?
They require less data than ML models
They are easily interpretable
They act as rule-based systems
They are less explainable and require large datasets
Which of the following describes an “Evasion Attack”?
Inserting malicious samples into training data
Slightly modifying malware to bypass detection
Extracting a model’s logic via repeated queries
Encrypting network traffic with TLS
