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Human- and machine-generated prose may one day be indistinguishable. But that does not quell academics’ search for an answer to the question “What makes prose human?”

Srijan Kumar [Assistant Professor, CSE, Georgia Institute of Technology] Diyi Yang [Assistant Professor, CSE, Georgia Institute of Technology]   Abstract As society and technology becomes increasingly interconnected, so does the threat landscape. Once isolated threats now pose serious concerns to highly interdependent systems, highlighting the fundamental need for robust machine learning. This dissertation contributes novel tools, algorithms, databases and models—through the lens of robust machine learning—in a research effort to solve large-scale societal problems affecting millions of ...