2026. A Lightweight Deep Learning Framework For Fingerprint Liveness Detection. International Journal of Multidisciplinary Engineering In Current Research. 11, 4s (Apr. 2026), 334–340. DOI:https://doi.org/10.63665/8nh61d64.