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08/22/2023
Open Set Synthetic Image Source Attribution
AI-generated images have become increasingly realistic and have garnered...
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05/09/2023
Comprehensive Dataset of Synthetic and Manipulated Overhead Imagery for Development and Evaluation of Forensic Tools
We present a first of its kind dataset of overhead imagery for developme...
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11/28/2022
VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces
Fake videos represent an important misinformation threat. While existing...
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11/22/2022
Attacking Image Splicing Detection and Localization Algorithms Using Synthetic Traces
Recent advances in deep learning have enabled forensics researchers to d...
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09/16/2022
TIMIT-TTS: a Text-to-Speech Dataset for Multimodal Synthetic Media Detection
With the rapid development of deep learning techniques, the generation a...
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04/25/2021
Making GAN-Generated Images Difficult To Spot: A New Attack Against Synthetic Image Detectors
Visually realistic GAN-generated images have recently emerged as an impo...
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01/26/2021
The Effect of Class Definitions on the Transferability of Adversarial Attacks Against Forensic CNNs
In recent years, convolutional neural networks (CNNs) have been widely u...
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01/26/2021
Defenses Against Multi-Sticker Physical Domain Attacks on Classifiers
Recently, physical domain adversarial attacks have drawn significant att...
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12/05/2019
Exposing Fake Images with Forensic Similarity Graphs
In this paper, we propose new image forgery detection and localization a...
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02/13/2019