Visual Forensics

Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Recently, the rapid development of AIGC has significantly boosted the diversities of fake media spread in the Internet, posing …
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Forensics-Bench: A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
In this paper, we analyse the generalization ability of binary classifiers for the task of deepfake detection. We find that the …
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Implicit Identity Leakage: The Stumbling Block to Improving Deepfake Detection Generalization
Explaining Deepfake Detection by Analysing Image Matching
This paper aims to interpret how deepfake detection models learn artifact features of images when just supervised by binary labels. To …
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Explaining Deepfake Detection by Analysing Image Matching