Image de couverture de livre

The Tug-of-War Between Deepfake Generation and Detection

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Lee, Hannah, Lee, Changyeon, Farhat, Kevin, Qiu, Lin, Geluso, Steve, Kim, Aerin, Etzioni, Oren
Format:	Preprint
Publié:	2024
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection
par: Lim, Yewon, et autres
Publié: (2024)

Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
par: Chandra, Nuria Alina, et autres
Publié: (2025)

SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection
par: Kim, Younghun, et autres
Publié: (2025)

Referee: Reference-aware Audiovisual Deepfake Detection
par: Boo, Hyemin, et autres
Publié: (2025)

Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning
par: Kim, Jinwoo, et autres
Publié: (2023)

Revisiting Simple Baselines for In-The-Wild Deepfake Detection
par: Castaneda, Orlando, et autres
Publié: (2025)

Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection
par: Wang, Yabin, et autres
Publié: (2024)

A Novel Local Focusing Mechanism for Deepfake Detection Generalization
par: Li, Mingliang, et autres
Publié: (2025)

HAMLET: Switch your Vision-Language-Action Model into a History-Aware Policy
par: Koo, Myungkyu, et autres
Publié: (2025)

WWW: Where, Which and Whatever Enhancing Interpretability in Multimodal Deepfake Detection
par: Jung, Juho, et autres
Publié: (2024)

Deepfake Detection that Generalizes Across Benchmarks
par: Yermakov, Andrii, et autres
Publié: (2025)

Standing on the Shoulders of Giants: Reprogramming Visual-Language Model for General Deepfake Detection
par: Lin, Kaiqing, et autres
Publié: (2024)

Towards General Deepfake Detection with Dynamic Curriculum
par: Song, Wentang, et autres
Publié: (2024)

Fit for Purpose? Deepfake Detection in the Real World
par: Lin, Guangyu, et autres
Publié: (2025)

Learning Multi-View Spatial Reasoning from Cross-View Relations
par: Jeong, Suchae, et autres
Publié: (2026)

Deepfake Generation and Detection: A Benchmark and Survey
par: Pei, Gan, et autres
Publié: (2024)

Patch-Discontinuity Mining for Generalized Deepfake Detection
par: Yuan, Huanhuan, et autres
Publié: (2025)

Preserving Fairness Generalization in Deepfake Detection
par: Lin, Li, et autres
Publié: (2024)

DF40: Toward Next-Generation Deepfake Detection
par: Yan, Zhiyuan, et autres
Publié: (2024)

GM-DF: Generalized Multi-Scenario Deepfake Detection
par: Lai, Yingxin, et autres
Publié: (2024)

Beyond Deepfake Images: Detecting AI-Generated Videos
par: Vahdati, Danial Samadi, et autres
Publié: (2024)

Deepfake Geography: Detecting AI-Generated Satellite Images
par: Yerzhanuly, Mansur
Publié: (2025)

Real-Aware Residual Model Merging for Deepfake Detection
par: Park, Jinhee, et autres
Publié: (2025)

UMCL: Unimodal-generated Multimodal Contrastive Learning for Cross-compression-rate Deepfake Detection
par: Lai, Ching-Yi, et autres
Publié: (2025)

RehearsalNeRF: Decoupling Intrinsic Neural Fields of Dynamic Illuminations for Scene Editing
par: Won, Changyeon, et autres
Publié: (2026)

Exploiting Style Latent Flows for Generalizing Deepfake Video Detection
par: Choi, Jongwook, et autres
Publié: (2024)

Scaling Laws for Deepfake Detection
par: Wang, Wenhao, et autres
Publié: (2025)

Data-Driven Deepfake Image Detection Method -- The 2024 Global Deepfake Image Detection Challenge
par: Zhu, Xiaoya, et autres
Publié: (2025)

Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection
par: Lin, Yuzhen, et autres
Publié: (2024)

Deepfake for the Good: Generating Avatars through Face-Swapping with Implicit Deepfake Generation
par: Stanishevskii, Georgii, et autres
Publié: (2024)

FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers
par: Kim, Younhun, et autres
Publié: (2024)

Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection
par: Chang, Gyusam, et autres
Publié: (2024)

ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers
par: Cho, Ikhyun, et autres
Publié: (2024)

Diffusion Deepfake
par: Bhattacharyya, Chaitali, et autres
Publié: (2024)

Subtask-Aware Visual Reward Learning from Segmented Demonstrations
par: Kim, Changyeon, et autres
Publié: (2025)

Deepfake Detection without Deepfakes: Generalization via Synthetic Frequency Patterns Injection
par: Coccomini, Davide Alessandro, et autres
Publié: (2024)

Improving Generalization in Deepfake Detection with Face Foundation Models and Metric Learning
par: Mylonas, Stelios, et autres
Publié: (2025)

Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection
par: Liao, Jianfeng, et autres
Publié: (2026)

Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
par: Bahavan, Nadarasar, et autres
Publié: (2025)

Naïve Exposure of Generative AI Capabilities Undermines Deepfake Detection
par: Kim, Sunpill, et autres
Publié: (2026)