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Artificial Intelligence

Securing Generative AI

Ecuring Generative AI provides a practical, end-to-end guide to building and deploying AI systems—LLMs, RAG pipelines, agents, and more—with security at the forefront.

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Included with Skilldacity Membership

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About This Course

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Ecuring Generative AI provides a practical, end-to-end guide to building and deploying AI systems—LLMs, RAG pipelines, agents, and more—with security at the forefront. This course teaches you how to integrate protection, governance, and risk mitigation into every stage of the AI lifecycle, ensuring that your applications remain resilient against modern threats. This course walks you through the foundational and advanced security measures required for modern generative AI systems.

You’ll examine the risks associated with large language models and their supporting infrastructure, covering topics such as prompt injection, prompt leaking, output sanitization, insecure integrations, and adversarial model interactions. You’ll also learn how to safeguard RAG systems by securing vector stores, choosing embedding models responsibly, and implementing protections around orchestration libraries such as LangChain, LlamaIndex, and similar frameworks.

What You’ll Learn

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  • Apply essential security principles to AI development, deployment, and operations.

  • Understand real-world AI and machine learning attack scenarios through hands-on exercises.

  • Secure LLM-powered systems against threats such as prompt injection, insecure output handling, model manipulation, and data leakage.

  • Identify and mitigate risks in RAG architectures, including vulnerabilities in embeddings, vector databases, and orchestration frameworks.

  • Strengthen AI agents and automated workflows by applying “secure by design” practices.

  • Explore threat modeling, red-teaming strategies, and organizational controls that reduce risk across AI programs.

Skills You’ll Gain

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Data Science

Machine Learning

Database

Artificial Intelligence

LangChain

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Career Path

Artificial Intelligence

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Provider

Skilldacity

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Level

Advanced

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Certification

No certification associated

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Access

Included with eligible Skilldacity subscription

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