Detection of face morphing attacks based on PRNU analysis

U Scherhag, L Debiasi, C Rathgeb… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Recent research found that attacks based on morphed face images, ie, morphing attacks,
pose a severe security risk to face recognition systems. A reliable morphing attack detection …

Deep siamese network for limited labels classification in source camera identification

VU Sameer, R Naskar - Multimedia Tools and Applications, 2020 - Springer
Abstract Source Camera Identification is a well-known digital forensic challenge of mapping
an image to its authentic source. The current state-of-the-art provides a number of successful …

ABC: Enabling smartphone authentication with built-in camera

Z Ba, S Piao, X Fu, D Koutsonikolas… - 25th Annual Network …, 2018 - par.nsf.gov
Reliably identifying and authenticating smart-phones is critical in our daily life since they are
increasingly being used to manage sensitive data such as private messages and financial …

A family of methods based on automatic segmentation for estimating digital camera noise: A review

AV Kozlov, VG Rodin, RS Starikov… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Digital camera noise information is useful in various applications: image enhancement and
postprocessing, device selection for a particular system, recognition, decision making, and …

[HTML][HTML] A stress test for robustness of photo response nonuniformity (camera sensor fingerprint) identification on smartphones

F Martín-Rodríguez, F Isasi-de-Vicente… - Sensors, 2023 - mdpi.com
In the field of forensic imaging, it is important to be able to extract a camera fingerprint from
one or a small set of images known to have been taken by the same camera (or image …

A PRNU-based counter-forensic method to manipulate smartphone image source identification techniques

LJG Villalba, ALS Orozco, JR Corripio… - Future generation …, 2017 - Elsevier
The increased diffusion of digital images generated by mobile devices through social
networks, personal and professional communications, etc. is self-evident. This creates …

PRNU-based camera attribution from multiple seam-carved images

S Taspinar, M Mohanty… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Photo response non-uniformity (PRNU) noise-based source attribution is a well-known
technique to verify the camera of an image or video. Researchers have proposed various …

[PDF][PDF] Sensor fingerprints: Camera identification and beyond

M Kirchner - Multimedia Forensics, 2022 - library.oapen.org
Every imaging sensor introduces a certain amount of noise to the images it captures—slight
fluctuations in the intensity of individual pixels even when the sensor plane was lit absolutely …

[HTML][HTML] Beyond prnu: Learning robust device-specific fingerprint for source camera identification

Manisha, CT Li, X Lin, KA Kotegar - Sensors, 2022 - mdpi.com
Source-camera identification tools assist image forensics investigators to associate an
image with a camera. The Photo Response Non-Uniformity (PRNU) noise pattern caused by …

[HTML][HTML] Uniformity Correction of CMOS Image Sensor Modules for Machine Vision Cameras

GS Becker, R Lovas - Sensors, 2022 - mdpi.com
Flat-field correction (FFC) is commonly used in image signal processing (ISP) to improve the
uniformity of image sensor pixels. Image sensor nonuniformity and lens system …