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An application server was recently upgraded to prefer TLS 1.3, and now users are unable to connect their clients to the server. Attempts to reproduce the error are confirmed, and clients are reporting the following: ERR_SSL_VERSION_OR_CIPHER_MISMATCH Which of the following is MOST likely the root cause?
Due to locality and budget constraints, an organization's satellite office has a lower bandwidth allocation than other offices in the organization. As a result, the local security infrastructure staff is assessing architectural options that will help preserve network bandwidth and increase speed to both internal and external resources while not sacrificing threat visibility. Which of the following would be the BEST option to implement?
An loT device implements an encryption module built within its SoC where the asymmetric private key has been defined in a write-once read-many portion of the SoC hardware Which of the following should the loT manufacture do if the private key is compromised?
A global organization's Chief Information Security Officer (CISO) has been asked to analyze the risks involved in a plan to move the organization's current MPLS-based WAN network to use commodity Internet and SD-WAN hardware. The SD-WAN provider is currently highly regarded but Is a regional provider. Which of the following is MOST likely identified as a potential risk by the CISO?
Ransomware encrypted the entire human resources fileshare for a large financial institution. Security operations personnel were unaware of the activity until it was too late to stop it. The restoration will take approximately four hours, and the last backup occurred 48 hours ago. The management team has indicated that the RPO for a disaster recovery event for this data classification is 24 hours. Based on RPO requirements, which of the following recommendations should the management team make?
A security analyst is concerned that a malicious piece of code was downloaded on a Linux system. After some research, the analyst determines that the suspected piece of code is performing a lot of input/output (I/O) on the disk drive. Based on the output above, from which of the following process IDs can the analyst begin an investigation?
in a situation where the cost of anti-malware exceeds the potential loss from a malware threat, which of the following is the most cost-effective risk response?
An organization is designing a network architecture that must meet the following requirements: Users will only be able to access predefined services. Each user will have a unique allow list defined for access. The system will construct one-to-one subject/object access paths dynamically. Which of the following architectural designs should the organization use to meet these requirements?
A security officer is requiring all personnel working on a special project to obtain a security clearance requisite with the level of all information being accessed Data on this network must be protected at the same level of each clearance holder The need to know must be vended by the data owner Which of the following should the security officer do to meet these requirements?
An internal security assessor identified large gaps in a company's IT asset inventory system during a monthly asset review. The assessor is aware of an external audit that is underway. In an effort to avoid external findings, the assessor chooses not to report the gaps in the inventory system. Which of the following legal considerations is the assessor directly violating?

Question 501 - CAS-004 discussion

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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 lo the ability to deliver the security tool on time?

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

Explanation:

The most significant risk to the development of a machine-learning-based threat detection tool is the Big Data processing required for maturity. Machine learning models often require large datasets to train effectively, and processing and analyzing this data can be time-consuming and resource-intensive. This can delay the development timeline, especially in a rapid CI/CD pipeline environment where timely delivery is crucial. CASP+ highlights the challenges associated with machine learning and Big Data in security tool development, particularly the resource demands and the need for extensive data to ensure accuracy and maturity.

CASP+ CAS-004 Exam Objectives: Domain 2.0 -- Enterprise Security Operations (Big Data and Machine Learning Challenges)

CompTIA CASP+ Study Guide: Implementing and Managing Machine Learning in Security Environments

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asked 02/10/2024
Alexey Chernikov
32 questions
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