Exam CAS-004 topic 1 question 431 discussion

Actual exam question from CompTIA's CAS-004

Question #: 431
Topic #: 1

A software developer has been tasked with creating a unique threat detection mechanism that is based on machine learning. The information system for which the tool is being developed is on a rapid CI/CD pipeline, and the tool developer is considered a supplier to the process. Which of the following presents the most risk to the development life cycle and to the ability to deliver the security tool on time?

A. Deep learning language barriers
B. Big Data processing required for maturity
C. Secure, multiparty computation requirements
D. Computing capabilities available to the developer

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Suggested Answer: B 🗳️

by HereToStudy at Sept. 23, 2024, 5:45 p.m.

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gbemimatti

5 months, 2 weeks ago

Selected Answer: B

Developing a machine learning-based threat detection mechanism requires large datasets to train and mature the model effectively. In the context of a rapid CI/CD pipeline, delays in acquiring, processing, and utilizing Big Data for training pose the most significant risk to the development timeline and the delivery of the security tool.

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HereToStudy

7 months, 2 weeks ago

Selected Answer: B

B. Big Data processing required for maturity This option involves complexities related to handling large datasets, which can significantly slow down development and testing processes, particularly in a rapid CI/CD environment. If the machine learning model requires extensive data for training and refinement, it can introduce delays that impact timely delivery.

upvoted 3 times

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Exam CAS-004 topic 1 question 431 discussion

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gbemimatti

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