UniShield: Unified Face Attack Detection via KG-Informed Multimodal Reasoning
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Hongrui, Shi, Yichen, Wang, Hongyang, Gao, Yuhao, Ma, Hui, Feng, Jun, Yu, Zitong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models
por: Wang, Hongyang, et al.
Publicado: (2025)
por: Wang, Hongyang, et al.
Publicado: (2025)
UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
por: Huang, Qing, et al.
Publicado: (2025)
por: Huang, Qing, et al.
Publicado: (2025)
SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models
por: Shi, Yichen, et al.
Publicado: (2024)
por: Shi, Yichen, et al.
Publicado: (2024)
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
por: Liu, Ajian, et al.
Publicado: (2025)
por: Liu, Ajian, et al.
Publicado: (2025)
Unified Physical-Digital Face Attack Detection
por: Fang, Hao, et al.
Publicado: (2024)
por: Fang, Hao, et al.
Publicado: (2024)
FA^{3}-CLIP: Frequency-Aware Cues Fusion and Attack-Agnostic Prompt Learning for Unified Face Attack Detection
por: Li, Yongze, et al.
Publicado: (2025)
por: Li, Yongze, et al.
Publicado: (2025)
La-SoftMoE CLIP for Unified Physical-Digital Face Attack Detection
por: Zou, Hang, et al.
Publicado: (2024)
por: Zou, Hang, et al.
Publicado: (2024)
Text-Guided Multimodal Unified Industrial Anomaly Detection
por: Li, Zewen, et al.
Publicado: (2026)
por: Li, Zewen, et al.
Publicado: (2026)
Uni-MMMU: A Massive Multi-discipline Multimodal Unified Benchmark
por: Zou, Kai, et al.
Publicado: (2025)
por: Zou, Kai, et al.
Publicado: (2025)
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
por: Jiang, Houcheng, et al.
Publicado: (2026)
por: Jiang, Houcheng, et al.
Publicado: (2026)
Mixture-of-Attack-Experts with Class Regularization for Unified Physical-Digital Face Attack Detection
por: Chen, Shunxin, et al.
Publicado: (2025)
por: Chen, Shunxin, et al.
Publicado: (2025)
UniGS: Unified Geometry-Aware Gaussian Splatting for Multimodal Rendering
por: Xie, Yusen, et al.
Publicado: (2025)
por: Xie, Yusen, et al.
Publicado: (2025)
PA-FAS: Towards Interpretable and Generalizable Multimodal Face Anti-Spoofing via Path-Augmented Reinforcement Learning
por: Ma, Yingjie, et al.
Publicado: (2025)
por: Ma, Yingjie, et al.
Publicado: (2025)
AMSnet 2.0: A Large AMS Database with AI Segmentation for Net Detection
por: Shi, Yichen, et al.
Publicado: (2025)
por: Shi, Yichen, et al.
Publicado: (2025)
UniEmo: Unifying Emotional Understanding and Generation with Learnable Expert Queries
por: Zhu, Yijie, et al.
Publicado: (2025)
por: Zhu, Yijie, et al.
Publicado: (2025)
Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection
por: Lai, Yingxin, et al.
Publicado: (2025)
por: Lai, Yingxin, et al.
Publicado: (2025)
UniMD: Towards Unifying Moment Retrieval and Temporal Action Detection
por: Zeng, Yingsen, et al.
Publicado: (2024)
por: Zeng, Yingsen, et al.
Publicado: (2024)
UniForensics: Face Forgery Detection via General Facial Representation
por: Fang, Ziyuan, et al.
Publicado: (2024)
por: Fang, Ziyuan, et al.
Publicado: (2024)
Spoofing-aware Prompt Learning for Unified Physical-Digital Facial Attack Detection
por: Guo, Jiabao, et al.
Publicado: (2025)
por: Guo, Jiabao, et al.
Publicado: (2025)
UniChange: Unifying Change Detection with Multimodal Large Language Model
por: Zhang, Xu, et al.
Publicado: (2025)
por: Zhang, Xu, et al.
Publicado: (2025)
ManipShield: A Unified Framework for Image Manipulation Detection, Localization and Explanation
por: Xu, Zitong, et al.
Publicado: (2025)
por: Xu, Zitong, et al.
Publicado: (2025)
BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing
por: Ma, Yingjie, et al.
Publicado: (2024)
por: Ma, Yingjie, et al.
Publicado: (2024)
SUEDE:Shared Unified Experts for Physical-Digital Face Attack Detection Enhancement
por: Xie, Zuying, et al.
Publicado: (2025)
por: Xie, Zuying, et al.
Publicado: (2025)
UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation
por: Li, Teng, et al.
Publicado: (2025)
por: Li, Teng, et al.
Publicado: (2025)
Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing
por: Ma, Yingjie, et al.
Publicado: (2025)
por: Ma, Yingjie, et al.
Publicado: (2025)
Unified Face Matching and Physical-Digital Spoofing Attack Detection
por: Kunwar, Arun, et al.
Publicado: (2025)
por: Kunwar, Arun, et al.
Publicado: (2025)
Generalized Face Anti-spoofing via Finer Domain Partition and Disentangling Liveness-irrelevant Factors
por: Yang, Jingyi, et al.
Publicado: (2024)
por: Yang, Jingyi, et al.
Publicado: (2024)
Skywork UniPic 2.0: Building Kontext Model with Online RL for Unified Multimodal Model
por: Wei, Hongyang, et al.
Publicado: (2025)
por: Wei, Hongyang, et al.
Publicado: (2025)
UniGRPO: Unified Policy Optimization for Reasoning-Driven Visual Generation
por: Liu, Jie, et al.
Publicado: (2026)
por: Liu, Jie, et al.
Publicado: (2026)
Benchmarking Joint Face Spoofing and Forgery Detection with Visual and Physiological Cues
por: Yu, Zitong, et al.
Publicado: (2022)
por: Yu, Zitong, et al.
Publicado: (2022)
Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
por: Zhang, Yaning, et al.
Publicado: (2024)
por: Zhang, Yaning, et al.
Publicado: (2024)
Skywork UniPic: Unified Autoregressive Modeling for Visual Understanding and Generation
por: Wang, Peiyu, et al.
Publicado: (2025)
por: Wang, Peiyu, et al.
Publicado: (2025)
MFCLIP: Multi-modal Fine-grained CLIP for Generalizable Diffusion Face Forgery Detection
por: Zhang, Yaning, et al.
Publicado: (2024)
por: Zhang, Yaning, et al.
Publicado: (2024)
Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction
por: AI, Inclusion, et al.
Publicado: (2025)
por: AI, Inclusion, et al.
Publicado: (2025)
UniToken: Harmonizing Multimodal Understanding and Generation through Unified Visual Encoding
por: Jiao, Yang, et al.
Publicado: (2025)
por: Jiao, Yang, et al.
Publicado: (2025)
UniD-Shift: Towards Unified Semantic Segmentation via Interpretable Share-Private Multimodal Decomposition
por: Zhang, Shuai, et al.
Publicado: (2026)
por: Zhang, Shuai, et al.
Publicado: (2026)
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision
por: Han, Ruiyan, et al.
Publicado: (2026)
por: Han, Ruiyan, et al.
Publicado: (2026)
UniCom: Unified Multimodal Modeling via Compressed Continuous Semantic Representations
por: Zhao, Yaqi, et al.
Publicado: (2026)
por: Zhao, Yaqi, et al.
Publicado: (2026)
UniAPO: Unified Multimodal Automated Prompt Optimization
por: Zhu, Qipeng, et al.
Publicado: (2025)
por: Zhu, Qipeng, et al.
Publicado: (2025)
AULLM++: Structural Reasoning with Large Language Models for Micro-Expression Recognition
por: Liu, Zhishu, et al.
Publicado: (2026)
por: Liu, Zhishu, et al.
Publicado: (2026)
Ejemplares similares
-
FaceShield: Explainable Face Anti-Spoofing with Multimodal Large Language Models
por: Wang, Hongyang, et al.
Publicado: (2025) -
UniShield: An Adaptive Multi-Agent Framework for Unified Forgery Image Detection and Localization
por: Huang, Qing, et al.
Publicado: (2025) -
SHIELD : An Evaluation Benchmark for Face Spoofing and Forgery Detection with Multimodal Large Language Models
por: Shi, Yichen, et al.
Publicado: (2024) -
Benchmarking Unified Face Attack Detection via Hierarchical Prompt Tuning
por: Liu, Ajian, et al.
Publicado: (2025) -
Unified Physical-Digital Face Attack Detection
por: Fang, Hao, et al.
Publicado: (2024)