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 …

Deepfakes detection with automatic face weighting

DM Montserrat, H Hao… - Proceedings of the …, 2020 - openaccess.thecvf.com
Altered and manipulated multimedia is increasingly present and widely distributed via social
media platforms. Advanced video manipulation tools enable the generation of highly …

Machine learning in digital forensics: a systematic literature review

T Nayerifard, H Amintoosi, AG Bafghi… - arxiv preprint arxiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …

[PDF][PDF] A Skip Connection Architecture for Localization of Image Manipulations.

G Mazaheri, NC Mithun, JH Bappy… - CVPR …, 2019 - openaccess.thecvf.com
Detection and localization of image manipulations are becoming of increasing interest to
researchers in recent years due to the significant rise of malicious contentchanging image …

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
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[PDF][PDF] Anomaly-based manipulation detection in satellite images

J Horváth, D Güera, SK Yarlagadda, P Bestagini… - …, 2019 - openaccess.thecvf.com
Satellite overhead imagery can be easily acquired and shared. The integrity of these type of
images cannot longer be assumed, due to availability of sophisticated classical and …

Generative autoregressive ensembles for satellite imagery manipulation detection

DM Montserrat, J Horváth… - … and Security (WIFS), 2020 - ieeexplore.ieee.org
Satellite imagery is becoming increasingly accessible due to the growing number of orbiting
commercial satellites. Many applications make use of such images: agricultural …

Robust detection of dehazed images via dual-stream CNNs with adaptive feature fusion

J Chen, G Yang, X Ding, Z Guo, S Wang - Computer Vision and Image …, 2022 - Elsevier
Image dehazing is common post-processing in automatic driving and video surveillance,
which can improve image visual quality. However, it might also be used as an image forgery …

[PDF][PDF] A survey on digital image forensics: Metadata and image forgeries

RG Mani, R Parthasarathy, S Eswaran… - Workshop on Applied …, 2022 - ceur-ws.org
In this modern day of digital media, the ease of image tampering is far from arduous. With
growing advancements in editing software, the growth of crimes such as phishing, insurance …

Datasets, clues and state-of-the-arts for multimedia forensics: An extensive review

A Yadav, DK Vishwakarma - Expert Systems with Applications, 2024 - Elsevier
With the large chunks of social media data being created daily and the parallel rise of
realistic multimedia tampering methods, detecting and localising tampering in images and …