Examining the impact of provenance-enabled media on trust and accuracy perceptions

KJK Feng, N Ritchie, P Blumenthal, A Parsons… - Proceedings of the …, 2023 - dl.acm.org
In recent years, industry leaders and researchers have proposed to use technical
provenance standards to address visual misinformation spread through digitally altered …

A lightweight image splicing tampering localization method based on MobileNetV2 and SRM

X Shi, P Li, H Wu, Q Chen, H Zhu - IET Image Processing, 2023 - Wiley Online Library
The architectures of many state‐of‐the‐art local tempering detection models are complexity,
and the training process of those models is also time‐consuming. Therefore, this paper …

Attacking image splicing detection and localization algorithms using synthetic traces

S Fang, MC Stamm - IEEE transactions on information forensics …, 2023 - ieeexplore.ieee.org
Recent advances in deep learning have enabled forensics researchers to develop a new
class of image splicing detection and localization algorithms. These algorithms identify …

[HTML][HTML] A novel deep learning architecture with multi-scale guided learning for image splicing localization

Z Li, Q You, J Sun - Electronics, 2022 - mdpi.com
The goal of image splicing localization is to detect the tampered area in an input image.
Deep learning models have shown good performance in such a task, but are generally …

Adversarial mimicry attacks against image splicing forensics: An approach for jointly hiding manipulations and creating false detections

G Boato, FGB De Natale, G De Stefano… - Pattern Recognition …, 2024 - Elsevier
The term “mimicry attack” has been coined in computer security and used in adversarial
machine learning: an attacker observes what a machine-learning system has learned and …

Nested attention u-net: A splicing detection method for satellite images

J Horváth, DM Montserrat, EJ Delp… - Pattern Recognition. ICPR …, 2021 - Springer
Satellite imagery is becoming increasingly available due to a large number of commercial
satellite companies. Many fields use satellite images, including meteorology, forestry …

Manipulation Detection and Localization for Satellite Imagery

J Horvath - 2022 - search.proquest.com
Satellite imagery is becoming increasingly available due to a large number of commercial
satellite operators. Many fields use satellite images, including meteorology, forestry, natural …

Refined GAN-Based Attack Against Image Splicing Detection and Localization Algorithms

S Fang, MC Stamm - Adversarial Multimedia Forensics, 2023 - Springer
Recently, researchers have developed new image splicing detection and localization
algorithms by leveraging deep learning and contrastive learning techniques. These …

A multi-task image splicing tampering detection model based on semantic segmentation network

W Wei, F Zhang, J Wang, H Lei - 2023 - researchsquare.com
Nowadays, malicious tampering and forgery images show an explosive growth trend.
Current image splicing tamper detection methods commonly suffer from issues such as …