Mariofanna Milanova is part of the $25M NSF EPSCoR DART collaboration on robust, trusted analytics and holds a U.S. patent in digital watermarking. Work spans computer vision, multimodal LLMs, time‑series and healthcare signals, emphasizing privacy, bias and edge deployment.