IT & SoftwareAdded Sep 14, 2026

AI Cybersecurity Solutions: Overview of Applied AI Security

Learn to identify, analyze, and mitigate GenAI threats using modern security playbooks

4.4 / 5.0
252 ratings
8h 3m 48s
On-demand
English
Audio
Andrii Piatakha
Instructor
AI Cybersecurity Solutions: Overview of Applied AI Security100% OFF
  • 8h 3m 48s on-demand video
  • Certificate of Completion
  • Mobile, TV & Desktop Access
  • Full Lifetime Access

What you'll learn

Understand the full GenAI threat landscape and how modern attacks target LLMs and RAG systems
Apply the AI Security Reference Architecture to design secure AI applications
Perform threat modeling for GenAI systems and map risks to concrete mitigations
Implement AI firewalls, filtering rules, and runtime protection controls
Build a secure AI SDLC with dataset security, evals, and red-teaming practices
Configure identity, access, and permission models for AI tools and endpoints
Apply data governance techniques for RAG pipelines, embeddings, and connectors
Use SPM platforms to monitor drift, violations, and AI asset inventory
Deploy observability and evaluation tooling to track model behavior and quality
Assemble an end-to-end AI security control stack and build a 30/60/90 day roadmap

Course Description

AI security is no longer optional. Modern LLMs, RAG pipelines, agents, vector databases, and AI powered tools introduce entirely new attack surfaces that traditional cybersecurity does not cover. Organizations face prompt injection, data leakage, model exploitation, unsafe tool calls, drift, misconfiguration, and unreliable governance.

This course gives you a complete, practical, architecture driven guide to securing real GenAI systems end to end. No fluff, no theory for theory’s sake. Only actionable engineering practices, proven controls, and real world templates.


What this course delivers

A full AI security blueprint, including:

  • AI Security Reference Architecture for model, prompt, data, tools, and monitoring layers

  • The complete GenAI threat landscape and how attacks actually work

  • AI firewalls, runtime guardrails, policy engines, and safe tool execution

  • AI SDLC workflows: dataset security, red teaming, evals, versioning

  • RAG data governance: ACLs, filtering, encryption, secure embeddings

  • Access control and identity for AI endpoints and tool integrations

  • AI SPM: asset inventory, drift detection, policy violations, risk scoring

  • Observability and evaluation pipelines for behavior, quality, and safety


What you gain

You get practical, ready to use artifacts, including:

  • Reference architectures

  • Threat modeling worksheets

  • Security and governance templates

  • RAG and AI SDLC checklists

  • Firewall evaluation matrix

  • End to end security control stack

  • A 30, 60, 90 day implementation roadmap


Why this course stands out

  • Focused entirely on real engineering and real security controls

  • Covers the full AI stack, not just prompts or firewalls

  • Gives you tools used by enterprises adopting GenAI today

  • Helps you build expertise that is rare, in demand, and highly valued

If you want a structured, practical, and complete guide to securing LLMs and RAG systems, this course gives you everything you need to design defenses, implement controls, and operate AI safely in production. This is the roadmap professionals use when they need to secure real AI systems the right way.

Who this course is for:

  • Software developers building or integrating AI features
  • ML and AI engineers working with LLMs or RAG pipelines
  • Architects designing secure AI driven systems
  • Data engineers and data scientists handling AI datasets
  • Security engineers and DevSecOps teams supporting AI workloads
  • Technical leads and managers responsible for AI adoption and risk management

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