Session: Building Robust AI Models: Demo on Generative AI and Adversarial Feedback
Through this demo, I will be showcasing how a generative AI model can be trained with adversarial feedback to improve its robustness against adversarial attacks, and the importance of ethical considerations and fairness in AI development.
- Takeaways for the audience would be to understand the capabilities and limitations of the technology, as well as the potential security risks associated with using generative AI models in sensitive applications.
Dr. Usha Jagannathan is a seasoned technologist with over 20 years of experience in digital transformation, known for building new technology ecosystems and customer-centric products. Her contributions to McKinsey's Technology & Digital functions include building data strategy, leading cloud migration efforts, driving innovation, implementing AI ethics frameworks to build responsible AI products and establishing strategic partnerships. Her expertise in AI ethics has earned her recognition from industry leaders, and she is a strong advocate of DEI initiatives, having led programs to increase industry diversity. As a speaker at top tech conferences, she presents on topics related to AI and its societal impact.