The AI security ecosystem

AI Security and Risk Management

Angeline Corvaglia

Founder and Digital Transformation Expert

Elements working together in harmony

Symbol of elements working together in synchrony

  • People
  • Legal requirements
  • Technologies
  • Processes

Key is how these elements work together.

AI Security and Risk Management

Stakeholders

Internal

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External

image representing external stakeholders

AI Security and Risk Management

IT professionals

  • Technical aspects of AI systems

Legal and compliance teams

  • Laws and regulations

Data scientists

  • AI algorithms

Company executives

  • Strategic decisions

 

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AI Security and Risk Management

 

Customers

  • Trust their data with the company

 

Partners

  • Share systems

 

Regulatory bodies

  • Legal and compliance standards

 

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AI Security and Risk Management

Accommodating diverse perspectives

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Data scientist

  • Precision of the AI model

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Legal professional

  • Implications on user privacy

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Company executive

  • Return on investment and reputation
AI Security and Risk Management

Stakeholder analysis

Various interests affected by AI security decisions

Current players

  • Who they are
  • What their interests and concerns are
  • How AI security impacts them

 

Valuable insights and trust

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AI Security and Risk Management

Legal and compliance

Unpredictable regulatory landscape

  • Meeting current requirements is insufficient
  • Known risks and public opinion shape new legislation

  Monitor both government and public sentiment

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AI Security and Risk Management

Ethical use of AI

Responsible use of AI

AI systems should consider:

  • Fairness
  • Accountability
  • Transparency

Protect against fines or reputational damage

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AI Security and Risk Management

Technology behind the AI

  • Security features within AI systems
  • Infrastructure on which they run
  • Networks they interact with

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Resilient against threats

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Adapt to emerging challenges

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AI Security and Risk Management

Processes to maintain AI security

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  • Regular security assessments
  • Incident response planning
  • Continuous monitoring of AI systems

 

Consistent and effective over time

AI Security and Risk Management

An intricate and multifaceted ecosystem

Symbol of an intricate ecosystem

AI Security and Risk Management

Let's practice!

AI Security and Risk Management

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