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Safeguarding AI

Via LinkedIn Learning

LinkedIn Learning based on 182 ratings

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Overview

"Safeguarding AI" is a critical course that delves into the essential principles, tools, and practices needed to protect artificial intelligence systems from misuse, bias, and ethical breaches. As AI becomes increasingly embedded in business, government, and everyday life, the responsibility to ensure these technologies are secure, transparent, and fair has never been greater.

Syllabus

Introduction

  • Overview of safeguarding AI

  • What you should know

1. Introduction to AI Applications

  • Uses and abuses of AI

  • Applications of AI

  • Technical requirements

  • Global ideas

  • Challenge: Self-driving cars

  • Solution: Thought experiment on uses

2. Types of Decisions

  • Image recognition

  • Marketing decisions

  • Pricing decisions

  • Control decisions

  • Challenge: Investigate local effects

  • Solution: Thought experiment on effects

3. Adversarial Processes

  • Adversarial patches

  • Security and privacy

  • Challenge: Find one adversarial method

  • Solution: Thought experiment on method

4. Policy and Law

  • Cutting edge policies

  • Groups overseeing use

  • Challenge: Find policy of one group

  • Solution: Thought experiment on groups

Conclusion

  • Actions you can take

Safeguarding AI
Go to Class

via LinkedIn Learning

37 minutes

Certificate Available

English

On-Demand

Instructor

Martin Kemka

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