CSPAI by SISA Actual Free Exam Questions And Answers

Question 1

In the context of a supply chain attack involving machine learning, which of the following is a critical component that attackers may target?

A. The marketing materials associated with the AI product

B. The user interface of the AI application

C. The physical hardware running the AI system

D. The underlying ML model and its training data.

Discussion 0

Correct Answer: D Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

Question 2

When deploying LLMs in production, what is a common strategy for parameter-efficient fine-tuning?

A. Freezing the majority of model parameters and only updating a small subset relevant to the task

B. Training the model from scratch on the target task to achieve optimal performance.

C. Using external reinforcement learning to adjust the model's parameters dynamically.

D. Implementing multiple independent models for each specific task instead of fine tuning a single model

Discussion 0

Correct Answer: A Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

Question 3

A company developing AI-driven medical diagnostic tools is expanding into the European market. To ensure compliance with local regulations, what should be the company's primary focus in adhering to the EU AI Act?

A. Ensuring the AI system meets stringent privacy standards to protect sensitive data

B. Focusing on integrating ethical guidelines to ensure AI decisions are fair and unbiased.

C. Implementing measures to prevent any harmful outcomes and ensure AI system safety

D. Prioritizing transparency and accountability in AI systems to avoid high-risk categorization

Discussion 0

Correct Answer: C Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

Question 4

In a scenario where Open-Source LLMs are being used to create a virtual assistant, what would be the most effective way to ensure the assistant is continuously improving its interactions without constant retraining?

A. Implementing reinforcement learning from human feedback (RLHF) to refine responses based on user input.

B. Shifting the assistant to a completely rule-based system to avoid reliance on user feedback.

C. Reducing the amount of feedback integrated to speed up deployment.

D. Training a larger proprietary model to replace the open-source LLM

Discussion 0

Correct Answer: A Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

Question 5

During the development of AI technologies, how did the shift from rule-based systems to machine learning models impact the efficiency of automated tasks?

A. Increased system complexity and the requirement for specialized knowledge,

B. Improved scalability and performance in handling diverse and evolving data.

C. Enhanced the precision and relevance of automated outputs with reduced manual tuning.

D. Enabled more dynamic decision-making and adaptability with minimal manual intervention

Discussion 0

Correct Answer: D Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

Question 6

In the Retrieval-Augmented Generation (RAG) framework, which of the following is the most critical factor for improving factual consistency in generated outputs?

A. Implementing a redundancy check by comparing the outputs from different retrieval modules.

B. Tuning the retrieval model to prioritize documents with the highest semantic similarity

C. Utilising an ensemble of multiple LLMs to cross-check the generated outputs.

D. Fine-tuning the generative model with synthetic datasets generated from the retrieved documents

Discussion 0

Correct Answer: B Vote an answer

Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).

SISA Certified Security Professional in Artificial Intelligence - CSPAI Exam Practice Test

Contact Us

Useful Links

Latest Updated