Preprints

• Sae Furukawa, Alina Oprea, Reconstruction of Personally Identifiable Information from Proprietary Data in Supervised Fine-Tuned Models, arXiv:2605.12264, 2026.
• Ashley Song, Sae Furukawa, Zhian Zhou, Bryce Tu, Chi David Nembhard, Machine-Learning Enhanced Human-Error Detection in Drone-Assisted Bridge Inspections, Preprint (under review at IEEE Transactions on Human-Machine Systems), 2025.

Other Research Works

• Sae Furukawa, Differentially Private Federated Fine-tuning of Foundation Models for Hate Speech Detection, Pomona College Senior Thesis, advised by David Kauchak and Eleanor Birrell, 2025.
• Jonat John Mathew, Rakin Ahsan, Sae Furukawa, Jagdish Gautham Krishna Kumar, Huzaifa Pallan, Agamjeet Singh Padda, Sara Adamski, Madhu Reddiboina, Arjun Pankajakshan, Towards the Development of a Real-Time Deepfake Audio Detection System in Communication Platforms, arXiv:2403.11778, 2024.