Cover Image

All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Junjiang, Wang, Liejun, Guo, Zhiqing
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks
by: He, Ziyuan, et al.
Published: (2025)

DiffMark: Diffusion-based Robust Watermark Against Deepfakes
by: Sun, Chen, et al.
Published: (2025)

Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection
by: Jia, Lixin, et al.
Published: (2025)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces
by: Hu, Juan, et al.
Published: (2024)

Similarity Memory Prior is All You Need for Medical Image Segmentation
by: Tang, Hao, et al.
Published: (2025)

Boosting Active Defense Persistence: A Two-Stage Defense Framework Combining Interruption and Poisoning Against Deepfake
by: Zheng, Hongrui, et al.
Published: (2025)

Robust Identity Perceptual Watermark Against Deepfake Face Swapping
by: Wang, Tianyi, et al.
Published: (2023)

LampMark: Proactive Deepfake Detection via Training-Free Landmark Perceptual Watermarks
by: Wang, Tianyi, et al.
Published: (2024)

GIFGuard: Proactive Forensics against Deepfakes in Facial GIFs via Spatiotemporal Watermarking
by: Che, Shupeng, et al.
Published: (2026)

Adaptive Equilibrium: Dynamic Weighting Framework for Generalized Interruption of DeepFake Models
by: Zheng, Hongrui, et al.
Published: (2026)

LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization
by: Zeng, Bokang, et al.
Published: (2026)

FractalForensics: Proactive Deepfake Detection and Localization via Fractal Watermarks
by: Wang, Tianyi, et al.
Published: (2025)

LOGER: Local--Global Ensemble for Robust Deepfake Detection in the Wild
by: Wu, Fei, et al.
Published: (2026)

Which Face and Whose Identity? Solving the Dual Challenge of Deepfake Proactive Forensics in Multi-Face Scenarios
by: Zhang, Lei, et al.
Published: (2026)

Robust Image Self-Recovery against Tampering using Watermark Generation with Pixel Shuffling
by: Kim, Minyoung, et al.
Published: (2025)

Bridging Semantic Logic Gaps: A Cognition Inspired Multimodal Boundary Preserving Network for Image Manipulation Localization
by: Li, Songlin, et al.
Published: (2025)

The Double Dilemma in Multi-Task Radiology Report Generation: A Gradient Dynamics Analysis and Solution
by: Zhang, Erjian, et al.
Published: (2026)

StableGuard: Towards Unified Copyright Protection and Tamper Localization in Latent Diffusion Models
by: Yang, Haoxin, et al.
Published: (2025)

UVL2: A Unified Framework for Video Tampering Localization
by: Pei, Pengfei
Published: (2023)

Spy-Watermark: Robust Invisible Watermarking for Backdoor Attack
by: Wang, Ruofei, et al.
Published: (2024)

Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection
by: He, Xu, et al.
Published: (2025)

SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection
by: Kim, Younghun, et al.
Published: (2025)

Revisiting Tampered Scene Text Detection in the Era of Generative AI
by: Qu, Chenfan, et al.
Published: (2024)

In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol
by: Wang, Wei-Han, et al.
Published: (2024)

Proto-Former: Unified Facial Landmark Detection by Prototype Transformer
by: Hu, Shengkai, et al.
Published: (2025)

Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection
by: Zhou, Weijie, et al.
Published: (2024)

BioTamperNet: Affinity-Guided State-Space Model Detecting Tampered Biomedical Images
by: Nandi, Soumyaroop, et al.
Published: (2026)

A Novel Unified Approach to Deepfake Detection
by: Sen, Lord, et al.
Published: (2026)

Tracing Like a Clinician: Anatomy-Guided Spatial Priors for Cephalometric Landmark Detection
by: Mohapatra, Sidhartha, et al.
Published: (2026)

TextSleuth: Towards Explainable Tampered Text Detection
by: Qu, Chenfan, et al.
Published: (2024)

Improved Scene Landmark Detection for Camera Localization
by: Do, Tien, et al.
Published: (2024)

Robust Deepfake Detection, NTIRE 2026 Challenge: Report
by: Hopf, Benedikt, et al.
Published: (2026)

High-Fidelity Face Content Recovery via Tamper-Resilient Versatile Watermarking
by: Yu, Peipeng, et al.
Published: (2026)

A Novel Local Focusing Mechanism for Deepfake Detection Generalization
by: Li, Mingliang, et al.
Published: (2025)

Mining Forgery Traces from Reconstruction Error: A Weakly Supervised Framework for Multimodal Deepfake Temporal Localization
by: Guo, Midou, et al.
Published: (2026)

OneVOS: Unifying Video Object Segmentation with All-in-One Transformer Framework
by: Li, Wanyun, et al.
Published: (2024)

Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics
by: Jia, Lixin, et al.
Published: (2025)

PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis
by: Datta, Soumyya Kanti, et al.
Published: (2025)

Efficient Facial Landmark Detection for Embedded Systems
by: Wu, Ji-Jia
Published: (2024)

Context Enhancement with Reconstruction as Sequence for Unified Unsupervised Anomaly Detection
by: Yang, Hui-Yue, et al.
Published: (2024)