Free Udemy Course __ Securing AI Applications: From Threats to Controls

Learn how to defend generative AI systems using firewalls, SPM, and data governance tools

4.5 (1,000+ students enrolled) English
Other Network Security
Securing AI Applications: From Threats to Controls

What You'll Learn

  • Examine how GenAI systems expand the attack surface across models, data, and tools
  • Use an end to end AI security architecture to map protections onto each subsystem
  • Develop comprehensive threat scenarios for LLM based applications and choose fitting safeguards
  • Deploy guardrail frameworks and policy engines to control user inputs and model outputs
  • Integrate security gates into AI delivery processes, covering data validation and model assessments
  • Set up authentication flows, permission boundaries, and controlled tool capabilities for AI services
  • Apply data protection practices to RAG pipelines, including filtering, encryption, and structured access
  • Operate AI SPM solutions to track assets, detect misconfigurations, and monitor system drift
  • Build monitoring pipelines that capture queries, responses, tool usage, and evaluation metrics
  • Design a full AI security control map and plan actionable rollout steps for organizational adoption

Requirements

  • No prior knowledge required
  • A computer with internet access
  • Eagerness to learn

Who This Course is For

  • Professionals building or maintaining applications enhanced with generative AI
  • ML specialists working with embeddings, retrievers, and model endpoints
  • Architects responsible for structuring secure AI and data pipelines
  • Security teams evaluating risks in AI powered systems
  • Leaders and practitioners managing AI adoption, governance, and operational safety

Your Instructor

Experienced Instructor

Professional Educator

An experienced instructor with expertise in this field and a passion for teaching.

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