Detecting Image Manipulation

Benchmarks archive 2025-07-28

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Libraries

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Datasets archive 2025-07-28

1 dataset whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

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Parent tasks archive 2025-07-28

Most implemented papers archive 2025-07-28

9 shown of 9 papers with code (12 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Video Face Manipulation Detection Through Ensemble of CNNs
  16 Apr 2020 3 repositories listed Syntology ran 1 of 3 samples · 2 unverified · 3 pointer-only (licence)
  In this paper, we tackle the problem of face manipulation detection in video sequences targeting modern facial manipulation techniques.
• Deep PCB To COCO Convertor
  1 May 2022 2 repositories listed
  It has 1500 image pairs.
• TAFIM: Targeted Adversarial Attacks against Facial Image Manipulations
  16 Dec 2021 2 repositories listed
  Face manipulation methods can be misused to affect an individual's privacy or to spread disinformation.
• Digital Image Forensics: A quantitative & qualitative comparison between State-of-the-art-AI and Traditional Techniques for detection and localization of image manipulations
  1 Sep 2024 1 repository listed
  Using Digital Image Forensics, the primary objective of this work is to conduct a comprehensive quantitative and qualitative study that compares traditional forensic techniques to a state-of-the-art AI based approach.
• MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization
  4 Dec 2023 1 repository listed
  Recent image manipulation localization and detection techniques typically leverage forensic artifacts and traces that are produced by a noise-sensitive filter, such as SRM or Bayar convolution.
• AugStatic - A Light-Weight Image Augmentation Library
  1 May 2022 1 repository listed
  AugStatic is a custom-built image augmentation library with lower computation costs and more extraordinary salient features compared to other image augmentation libraries.
• Augmented Balanced Image Dataset Generator Using AugStatic Library
  1 May 2022 1 repository listed
  This paper focuses on the image dataset generator that balances an imbalanced dataset using the AugStatic augmentation library.
• FFR_FD: Effective and Fast Detection of DeepFakes Based on Feature Point Defects
  5 Jul 2021 1 repository listed
  The internet is filled with fake face images and videos synthesized by deep generative models.
• Generate, Segment and Refine: Towards Generic Manipulation Segmentation
  24 Nov 2018 1 repository listed
  The advent of image sharing platforms and the easy availability of advanced photo editing software have resulted in a large quantities of manipulated images being shared on the internet.

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.