Adversarial Transferability in Embedded Sensor Systems: An Activity Recognition Perspective

Abstract

In this work, we take the first stride in studying adversarial transferability in wearable sensor systems from four viewpoints: (1) transferability between machine learning models; (2) transferability across subjects of the embedded system; (3) transferability across sensor body locations; and (4) transferability across datasets used for model training.

Ramesh Kumar Sah

Graduate Alumni

Ramesh Kumar Sah, PhD, Computer Science, Washington State University (2018-2024)

Hassan Ghasemzadeh

Director

Hassan Ghasemzadeh is an Associate Professor of Biomedical Informatics at Arizona State University (ASU) and a Computer Science Adjunct Faculty at Washington State University (WSU).