Vishal Asnani is pursuing his Ph. D. degree in the Computer Science and Engineering department from Michigan State University since 2021. He received his Bachelor’s degree in Electrical and Instrumentation Engineering from Birla Institute of technology and Science, Pilani, India in 2019. His research interests include computer vision and machine learning with a focus on the studying of generative models and deepfake detection.
Asnani and research peers' work in Deepfake Detection has recently garnered media attention, including that of the Wall Street Journal, CNBC, CNET, Engadget, Fortune, The Mac Observer, MSU Today, New Scientist, SiliconAngle, VentureBeat, and The Verge.
1. Reverse Engineering of Generative Models: Inferring Model Hyperparameters from Generated Images
- Proactive Image Manipulation Detection