Machine learning models in SOC typically require:

The correct answer is A. Large, representative datasets for training. ML models rely on large, diverse, and representative datasets to learn patterns of normal and malicious activity. Without quality training data, these models may produce high false positives or miss critical threats.

Cloud Security and Compliance

Question

Options

ALarge, representative datasets for training
BPre-installed gaming software
CStatic code compilers
DManual packet switching

How the community answered

(29 responses)

A
72% (21)
B
3% (1)
C
7% (2)
D
17% (5)

Explanation

ML models rely on large, diverse, and representative datasets to learn patterns of normal and malicious activity. Without quality training data, these models may produce high false positives or miss critical threats.

Topics

#machine learning#training data#AI models#SOC operations

Community Discussion

No community discussion yet for this question.

Full CLOUDSEC-PRO Practice