100% Free AI-Essentials Practice Exam Questions and Answers

An attacker sends carefully crafted queries to a language model with the goal of reconstructing the training dataset, including sensitive records. Which threat does this represent?

A startup adds differentially private noise to model gradients before sending them to a central server during federated learning. What specific threat is this technique defending against?

A financial services company is developing an AI-powered credit scoring system. The model needs to classify customers into low-risk, medium-risk, and high-risk categories based on historical financial data. Which type of AI learning should be used?

A telecommunications company wants to automatically categorize customer complaints into different topics using textual data. Which AI approach is best suited?

An autonomous drone adjusts its flight path in real time by receiving rewards for efficient navigation and penalties for collisions. Which learning paradigm does this exemplify?