An Overview of Recent Work in Media Forensics: Methods and Threats

Amit Kumar Singh Yadav; Edward J. Delp; Emily R. Bartusiak; Kratika Bhagtani; Ruiting Shao; Sriram Baireddy; Ziyue Xiang

An Overview of Recent Work in Media Forensics: Methods and Threats

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arxiv 2204.12067 v2 pith:6QX4XH2R submitted 2022-04-26 cs.CV cs.MM

Kratika Bhagtani , Amit Kumar Singh Yadav , Emily R. Bartusiak , Ziyue Xiang , Ruiting Shao , Sriram Baireddy , Edward J. Delp This is my paper · ORCID

classification cs.CVcs.MM

keywords mediadigitalforensicsrecentreviewworkadvancementsaudio

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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 manipulation techniques that can be used to create and modify digital media. We then review technological advancements for detecting and quantifying such manipulations. Finally, we consider open issues and suggest directions for future research.

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HISPASpoof: A New Dataset For Spanish Speech Forensics
cs.LG 2025-09 conditional novelty 6.0 of 10

HISPASpoof is a new large Spanish synthetic-speech dataset for detection and attribution, with evidence that English-trained detectors fail on Spanish and Spanish training helps.

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