An overview of recent work in media forensics: Methods and threats

K Bhagtani, AKS Yadav, ER Bartusiak, Z **ang… - arxiv preprint arxiv …, 2022 - arxiv.org
In this paper, we review recent work in media forensics for digital images, video, audio
(specifically speech), and documents. For each data modality, we discuss synthesis and …

An overview of recent work in multimedia forensics

K Bhagtani, AKS Yadav, ER Bartusiak… - 2022 IEEE 5th …, 2022 - computer.org
An Overview of Recent Work in Multimedia Forensics Toggle navigation IEEE Computer Society
Digital Library Jobs Tech News Resource Center Press Room Advertising About Us IEEE IEEE …

CNN-based fast source device identification

S Mandelli, D Cozzolino, P Bestagini… - IEEE Signal …, 2020 - ieeexplore.ieee.org
Source identification is an important topic in image forensics, since it allows to trace back the
origin of an image. This represents a precious information to claim intellectual property but …

SPN-CNN: Boosting sensor-based source camera attribution with deep learning

M Kirchner, C Johnson - 2019 IEEE international workshop on …, 2019 - ieeexplore.ieee.org
We explore means to advance source camera identification based on sensor noise in a data-
driven framework. Our focus is on improving the sensor pattern noise (SPN) extraction from …

[HTML][HTML] Source camera identification with a robust device fingerprint: evolution from image-based to video-based approaches

Manisha, CT Li, KA Kotegar - Sensors, 2023 - mdpi.com
With the increasing prevalence of digital multimedia content, the need for reliable and
accurate source camera identification has become crucial in applications such as digital …

DIPPAS: A deep image prior PRNU anonymization scheme

F Picetti, S Mandelli, P Bestagini, V Lipari… - EURASIP Journal on …, 2022 - Springer
Source device identification is an important topic in image forensics since it allows to trace
back the origin of an image. Its forensics counterpart is source device anonymization, that is …

A systematic literature review on face morphing attack detection (mad)

MO Kenneth, BA Sulaimon, SM Abdulhamid… - Illumination of Artificial …, 2022 - Springer
Morphing attacks involve generating a single artificial facial photograph that represents two
distinct qualities and utilizing it as a reference photograph on a document. The high quality …

PRNU estimation of linear CMOS image sensors that allows nonuniform illumination

Y Wang, B Wan, G Fu, Y Su - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Photo response nonuniformity (PRNU) is a crucial parameter in evaluating and choosing
CMOS image sensors. The current methods and standards use the integrating sphere to …

Computational sensor fingerprints

P Korus, N Memon - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
Analysis of imaging sensors is one of the most reliable photo forensic techniques, but it is
increasingly challenged by complex image processing in modern cameras. The underlying …

[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 …