Niloofar Mireshghallah

Mireshghallah studies how training data shapes model behavior and how privacy norms should govern human–AI systems. Her work spans membership inference, memorization, data sanitization, reasoning, and AI for chemistry. She will also join CMU's LTI and Engineering & Public Policy faculty in fall 2026.