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CompTIA · SecAI+ CY0-001

Data security for AI

SecAI+ CY0-001 · Lesson 3 of 18 · 17:03

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In this lesson

Prepare for the CompTIA SecAI+ CY0-001 exam. In this lesson: data cleansing, verification, augmentation, and balancing, data lineage, integrity, and provenance, structured, semi-structured, and unstructured data, watermarking, and retrieval-augmented generation (RAG) with embeddings and vector storage, with Fernhill Telecom as the running example. Includes three original practice questions.

Preview the topics
  • A poisoned file is found in Fernhill’s training data, and the team must find every model that was trained with it. What helps most?
  • Fernhill’s dataset has a million calls, and only two hundred of them are fraud. What should the team do before training?
  • Fernhill’s assistant quotes a confidential pricing memo to a support agent who has no access to that memo. What is missing?