3 papers
cs.LG2022
A3T: Accuracy Aware Adversarial Training
Enes Altinisik, Safa Messaoud, Husrev Taha Sencar +1
Adversarial training has been empirically shown to be more prone to overfitting than standard training. The exact underlying reasons still need to be fully understood. In this pape…
eess.IV2019
Source Camera Verification from Strongly Stabilized Videos
Enes Altinisik, Husrev Taha Sencar
Image stabilization performed during imaging and/or post-processing poses one of the most significant challenges to photo-response non-uniformity based source camera attribution fr…
eess.IV2019
Mitigation of H.264 and H.265 Video Compression for Reliable PRNU Estimation
Enes Altınışık, Kasım Taşdemir, Hüsrev Taha Sencar
The photo-response non-uniformity (PRNU) is a distinctive image sensor characteristic, and an imaging device inadvertently introduces its sensor's PRNU into all media it captures.…