This repository contains the study materials, anonymized data, and analysis code for the study "Fingerprints in the Wild: An Adversarial Study of Behavior Beyond Standard Attack Models and Implications for Robustness Evaluation" submitted to USENIX Security 2026. We provide these assets to ensure the transparency, replicability, and verifiability of our findings.