Cover Image

In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wang, Wei-Han, Yeh, Chin-Yuan, Chen, Hsi-Wen, Yang, De-Nian, Chen, Ming-Syan
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Multimedia
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
by: Zhao, Kangran, et al.
Published: (2025)

A Unified Framework for Modality-Agnostic Deepfakes Detection
by: Yu, Cai, et al.
Published: (2023)

Divide and Conquer: Multimodal Video Deepfake Detection via Cross-Modal Fusion and Localization
by: Li, Qingcao, et al.
Published: (2026)

MSCT: Differential Cross-Modal Attention for Deepfake Detection
by: Wei, Fangda, et al.
Published: (2026)

Pay Less Attention to Deceptive Artifacts: Robust Detection of Compressed Deepfakes on Online Social Networks
by: Li, Manyi, et al.
Published: (2025)

From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection
by: Liu, Ke, et al.
Published: (2026)

Referee: Reference-aware Audiovisual Deepfake Detection
by: Boo, Hyemin, et al.
Published: (2025)

A Survey on Speech Deepfake Detection
by: Li, Menglu, et al.
Published: (2024)

Compressed Deepfake Video Detection Based on 3D Spatiotemporal Trajectories
by: Chen, Zongmei, et al.
Published: (2024)

SAVe: Self-Supervised Audio-visual Deepfake Detection Exploiting Visual Artifacts and Audio-visual Misalignment
by: Shahzad, Sahibzada Adil, et al.
Published: (2026)

Seeing, Hearing, and Knowing Together: Multimodal Strategies in Deepfake Videos Detection
by: Chen, Chen, et al.
Published: (2026)

Deepfake Detection: A Comprehensive Survey from the Reliability Perspective
by: Wang, Tianyi, et al.
Published: (2022)

Multiple Contexts and Frequencies Aggregation Network forDeepfake Detection
by: Li, Zifeng, et al.
Published: (2024)

SVDD 2024: The Inaugural Singing Voice Deepfake Detection Challenge
by: Zhang, You, et al.
Published: (2024)

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio
by: Li, Qingcao, et al.
Published: (2026)

Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis
by: Liu, Miao, et al.
Published: (2026)

SFANet: Spatial-Frequency Attention Network for Deepfake Detection
by: Ahire, Vrushank, et al.
Published: (2025)

Cyber Vaccine for Deepfake Immunity
by: Chang, Ching-Chun, et al.
Published: (2023)

MoLEx: Mixture of LoRA Experts in Speech Self-Supervised Models for Audio Deepfake Detection
by: Pan, Zihan, et al.
Published: (2025)

SafeEar: Content Privacy-Preserving Audio Deepfake Detection
by: Li, Xinfeng, et al.
Published: (2024)

Generalizable Deepfake Detection Based on Forgery-aware Layer Masking and Multi-artifact Subspace Decomposition
by: Zhang, Xiang, et al.
Published: (2026)

Every Breath You Don't Take: Deepfake Speech Detection Using Breath
by: Layton, Seth, et al.
Published: (2024)

Multi-level SSL Feature Gating for Audio Deepfake Detection
by: Tran, Hoan My, et al.
Published: (2025)

Securing Social Media Against Deepfakes using Identity, Behavioral, and Geometric Signatures
by: Farooq, Muhammad Umar, et al.
Published: (2024)

CtrSVDD: A Benchmark Dataset and Baseline Analysis for Controlled Singing Voice Deepfake Detection
by: Zang, Yongyi, et al.
Published: (2024)

Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching
by: Coletta, Emma, et al.
Published: (2025)

Inclusion 2024 Global Multimedia Deepfake Detection Challenge: Towards Multi-dimensional Face Forgery Detection
by: Zhang, Yi, et al.
Published: (2024)

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms
by: Batra, Arnesh, et al.
Published: (2025)

Identity-Driven Multimedia Forgery Detection via Reference Assistance
by: Xu, Junhao, et al.
Published: (2024)

Detecting Audio-Visual Deepfakes with Fine-Grained Inconsistencies
by: Astrid, Marcella, et al.
Published: (2024)

SVDD Challenge 2024: A Singing Voice Deepfake Detection Challenge Evaluation Plan
by: Zhang, You, et al.
Published: (2024)

Deepfake Detection with Optimized Hybrid Model: EAR Biometric Descriptor via Improved RCNN
by: Sharma, Ruchika, et al.
Published: (2025)

Adversarially Robust Deepfake Detection via Adversarial Feature Similarity Learning
by: Khan, Sarwar
Published: (2024)

Manipulated Regions Localization For Partially Deepfake Audio: A Survey
by: He, Jiayi, et al.
Published: (2025)

AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
by: Oorloff, Trevine, et al.
Published: (2024)

Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
by: Feng, Zhou, et al.
Published: (2025)

Audio-Visual Deepfake Detection With Local Temporal Inconsistencies
by: Astrid, Marcella, et al.
Published: (2025)

Identity-Aware Vision-Language Model for Explainable Face Forgery Detection
by: Xu, Junhao, et al.
Published: (2025)

Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach
by: Nie, Fan, et al.
Published: (2025)

MAVOS-DD: Multilingual Audio-Video Open-Set Deepfake Detection Benchmark
by: Croitoru, Florinel-Alin, et al.
Published: (2025)