Dr. Krutthika Hirebasur Krishnappa

Quantum-Augmented AI: Securing Smart Systems with Next-Gen Architectures

Abstract:

The rapid proliferation of intelligent systems in domains such as autonomous vehicles, robotics, and critical infrastructure demands architectures that are not only scalable and efficient but also inherently secure. Traditional AI methods often struggle to meet these demands due to limitations in computation, privacy, and adaptability. This keynote introduces the concept of Quantum-Augmented AI, which fuses classical AI models with quantum computing principles to overcome these limitations. By leveraging quantum-enhanced microarchitectures and privacy-preserving protocols such as federated learning and quantum key distribution, this approach enables the development of secure, energy-efficient, and real-time intelligent systems. The talk will highlight research advances in quantum-aware network-on-chip designs, adaptive AI decision-making, and their practical applications in building resilient and trustworthy smart systems of the future.

Profile:

Dr. Krutthika Hirebasur Krishnappa is an Assistant Professor of Computer Science at Southern University and A&M College, Baton Rouge, where she leads funded research in artificial intelligence, quantum computing, and cybersecurity. She holds a Ph.D. in Electrical & Electronics Engineering and brings extensive academic and industry experience. Her contributions span patents, invited keynote talks, and recognition through national and international research awards.At Southern University, she has established dedicated laboratories in quantum computing and cybersecurity, mentors honors-level students, and actively serves as a reviewer for leading journals and conferences.

She has secured competitive grants from agencies such as NSF, USDA, and the Louisiana Board of Regents.Her research emphasizes privacy-preserving AI models, federated learning frameworks, and next-generation network-on-chip architectures.Dr. Krishnappa is passionate about broadening participation in STEM and actively develops curriculum modules aligned with emerging technologies.She also leads institutional initiatives to foster interdisciplinary collaboration and workforce development.