
research note
HEEDFUL — Leveraging Sequential Transfer Learning for Robust WiFi Device Fingerprinting Amid Hardware Warm-Up Effects
HEEDFUL tackles a practical failure mode in deep-learning RF fingerprinting — models trained on one capture regime often collapse when the device is still warming up










