[2409.16945] Face Forgery Detection with Elaborate Backbone
Sep 25, 2024 · Face Forgery Detection (FFD), or Deepfake detection, aims to determine whether a digital face is real or fake. Due to different face synthesis algorithms with diverse forgery …
UniForensics: Face Forgery Detection via General Facial …
Jul 26, 2024 · We introduce UniForensics, a novel deepfake detection framework that leverages a transformer-based video classification network, initialized with a meta-functional face encoder …
Forensics Adapter: Adapting CLIP for Generalizable Face Forgery …
Nov 29, 2024 · Existing methods treat CLIP merely as a feature extractor, lacking task-specific adaptation, which limits their effectiveness. To address this, we introduce an adapter to learn …
clpeng/Awesome-Face-Forgery-Generation-and-Detection
Rethinking the Security of Facial Liveness Verification in the Deepfake Era (2022 USENIX) [Paper] A curated list of articles and codes related to face forgery generation and detection.
Face Forgery Detection with Long-Range Noise Features and …
The widespread dissemination of high-fidelity fake faces created by face forgery techniques has caused serious trust concerns and ethical issues in modern society. Consequently, face …
Forgery-aware Adaptive Learning with Vision Transformer for …
Dec 24, 2024 · To this end, we present a Forgery-aware Adaptive Vision Transformer (FA-ViT) under the adaptive learning paradigm for generalized face forgery detection, where the …
Face Forgery Detection Based on multi-scale anchor and frame …
Face Forgery Detection Based on multi-scale anchor and frame Fusion Abstract: Face forgery detection is a challenging task. To obtain important clues for forging facial exposure, many …
Face Forgery Detection via Multi-Feature Fusion and Local …
Therefore, we propose a novel face forgery detection network that combines spatial domain and noise domain. Our Dual Feature Fusion Module and Local Enhancement Attention Module …
Face Forgery Detection with Elaborate Backbone
Sep 25, 2024 · Face Forgery Detection (FFD), or Deepfake detection, aims to determine whether a digital face is real or fake. Due to different face synthesis algorithms with diverse forgery …
Diffusion Facial Forgery Detection | Proceedings of the 32nd ACM ...
Oct 28, 2024 · To address this gap, this paper introduces DiFF, a comprehensive dataset dedicated to face-focused diffusion-generated images. DiFF comprises over 500,000 images …
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