
USC SIGNALS Lab
Anna Serbina
PhD Student
Ph.D. student in Computer Science at USC specializing in ML, NLP, and Reinforcement Learning. I build AI systems that understand social dynamics – modeling behavior, detecting manipulation, and analyzing cross-platform data. Previously, I applied AI to translation detection, drug discovery, and healthcare. Passionate about creating trustworthy, impactful AI for real-world use.
Publications
How Far Will They Go? Red-Teaming Online Influence with Large Language Models
Authors: DC Ruiz, A Serbina, A Rao, E Ferrara, L Luceri
Year: 2026Journal: arXiv preprint arXiv:2605.22880