Mar 4, 2024 · One aspect that has been overlooked so far is that current deepfake detection approaches may easily fall into the trap of overfitting, focusing ...
Mar 4, 2024 · In this paper, we try to tackle these challenges through three designs: (1) We present a novel framework to capture broader forgery clues by ...
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Uncovering More Forgery Clues for Deepfake Detection ... - GitHub
github.com › Exposing-the-Deception
This repo is the official implementation of “Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection”. Accepted by AAAI-2024.
Mar 28, 2024 · One aspect that has been overlooked so far is that current deepfake detection approaches may easily fall into the trap of overfitting, focusing ...
Feb 12, 2024 · New Underline Originals Series - 'RNA Splicing - from Discovery to Bedside' by Nobel prize laureates Richard Roberts and Adrian Kreiner. Watch ...
Mar 4, 2024 · Deepfake technology has given rise to a spectrum of novel and compelling applications. Unfortunately, the widespread proliferation of ...
However, detectors may be overfitted to one or more specific forgery technologies, leading to a lack of generalization to unseen forgeries. The second problem.
Exposing the Deception: Uncovering More Forgery Clues for Deepfake Detection. Proceedings of the AAAI Conference on Artificial Intelligence, 38(2), 719-728 ...
The author argues that current deepfake detection methods are limited by overfitting and lack of theoretical constraints, leading to unsatisfactory accuracy ...
In this paper, we try to tackle these challenges through three designs: (1) We present a novel framework to capture broader forgery clues by extracting multiple ...