About me

Hi! I am a PhD student at Georgia Institute of Technology in the School of Computational Science and Engineering where I am advised by Polo Chau.

My research focuses on adversarial machine learning, and interpretability and explainability of deep convolutional neural networks. I am currently investigating strategies to secure deep architectures from causative and exploratory attacks.

I am also an active member of the Polo Club of Data Science where we conduct research that spans across the domains of data mining, machine learning, human-computer interaction and information visualization.

Publications

PASSAGE: A Travel Safety Assistant with Safe Path Recommendations for Pedestrians. Matthew Garvey, Nilaksh Das, Jiaxing Su, Meghna Natraj, Bhanu Verma. Companion Publication of the 21st International Conference on Intelligent User Interfaces. ACM, 2016. [ACM]