Deep Learning

Deep Illusion (Adversarial ML toolbox)

Created and published an adversarial ML toolbox 'deepillusion'

Sparsifying Front Ends

Combating adversarial perturbations by exploiting sparsity of natural data.

Radio Frequency Machine Learning (RFML)

Extracting circuit-level fingerprints to distinguish between wireless devices sending exactly same message