Techniques for Data Minimization in AI: Understanding Implementation and Trade-offs

Techniques for Data Minimization in AI: Understanding Implementation and Trade-offs

Learn about data minimization principles and their critical role in data protection regulations through this 19-minute video presentation from Cloud Security Alliance. Explore the often misunderstood concept of data minimization, discover its practical applications in AI development and deployment processes, and understand the available technologies for implementation. Examine the potential trade-offs between data minimization and utility while gaining insights into compliance requirements for AI systems. Master the essential techniques for maintaining data privacy and regulatory compliance in artificial intelligence applications.