Dynamic Watermark Generation for Digital Images using Perimeter Gated SPAD Imager PUFs
Not on the map. Why?
Abstract (arXiv)
Digital image watermarks as a security feature can be derived from the imager's physically unclonable functions (PUFs) by utilizing the manufacturing variations, i.e., the dark signal non-uniformity (DSNU). While a few demonstrations focused on the CMOS image sensors (CIS) and active pixel sensors (APS), single photon avalanche diode (SPAD) imagers have never been investigated for this purpose. In this work, we have proposed a novel watermarking technique using perimeter gated SPAD (pgSPAD) imagers. We utilized the DSNU of three 64 x 64 pgSPAD imager chips, fabricated in a 0.35 μm standard CMOS process and analyzed the simulated watermarks for standard test images from publicly available database. Our observation shows that both source identification and tamper detection can be achieved using the proposed source-scene-specific dynamic watermarks with a controllable sensitivity-robustness trade-off.
Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 2 of its 30 references that are in the map. First posted on arXiv 20 Jun 2025.
Builds on
2 of 30 references.
References · 2
- 2019High Flux Passive Imaging with Single-Photon Sensorscited by 23
- 2021Passive Inter-Photon Imagingcited by 16
Built on by
Not cited yet.
Similar, not cited
Close in wording, no citation either way
- 2022FastStamp: Accelerating Neural Steganography and Digital Watermarking of Images on FPGAs
- 2025Robustness and Imperceptibility Analysis of Hybrid Spatial-Frequency Domain Image Watermarking
- 2022Hardware Watermarking for Finite State Machines, with Symmetric Circuit Encryption ↗
- 2025An Efficient Digital Watermarking Technique for Small Scale devices ↗
- 2025NOWA: Null-space Optical Watermark for Invisible Capture Fingerprinting and Tamper Localization ↗
- 2025Security and Real-time FPGA integration for Learned Image Compression
- 2024Hidden in the Noise: Two-Stage Robust Watermarking for Images
- 2025An Efficient and Adaptive Watermark Detection System with Tile-based Error Correction ↗