PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis
Fuente:
arXiv
Saved in:
| Main Authors: | Datta, Soumyya Kanti, Ranga, Tanvi, Sun, Chengzhe, Lyu, Siwei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies
by: Datta, Soumyya Kanti, et al.
Published: (2025)
by: Datta, Soumyya Kanti, et al.
Published: (2025)
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies
by: Datta, Soumyya Kanti, et al.
Published: (2024)
by: Datta, Soumyya Kanti, et al.
Published: (2024)
DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
by: Zhao, Kangran, et al.
Published: (2025)
by: Zhao, Kangran, et al.
Published: (2025)
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
by: Ju, Yan, et al.
Published: (2024)
by: Ju, Yan, et al.
Published: (2024)
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
by: Yan, Zhiyuan, et al.
Published: (2023)
by: Yan, Zhiyuan, et al.
Published: (2023)
X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection
by: Chen, Yize, et al.
Published: (2024)
by: Chen, Yize, et al.
Published: (2024)
CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition
by: Yang, Shanmin, et al.
Published: (2023)
by: Yang, Shanmin, et al.
Published: (2023)
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection
by: Kim, Younghun, et al.
Published: (2025)
by: Kim, Younghun, et al.
Published: (2025)
Deepfake Detection with Spatio-Temporal Consistency and Attention
by: Chen, Yunzhuo, et al.
Published: (2025)
by: Chen, Yunzhuo, et al.
Published: (2025)
PhonemeFake: Redefining Deepfake Realism with Language-Driven Segmental Manipulation and Adaptive Bilevel Detection
by: Baser, Oguzhan, et al.
Published: (2025)
by: Baser, Oguzhan, et al.
Published: (2025)
In Anticipation of Perfect Deepfake: Identity-anchored Artifact-agnostic Detection under Rebalanced Deepfake Detection Protocol
by: Wang, Wei-Han, et al.
Published: (2024)
by: Wang, Wei-Han, et al.
Published: (2024)
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection
by: Yu, Cai, et al.
Published: (2024)
by: Yu, Cai, et al.
Published: (2024)
Capture Artifacts via Progressive Disentangling and Purifying Blended Identities for Deepfake Detection
by: Zhou, Weijie, et al.
Published: (2024)
by: Zhou, Weijie, et al.
Published: (2024)
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
by: Nguyen, Dat, et al.
Published: (2025)
by: Nguyen, Dat, et al.
Published: (2025)
Next-Frame Feature Prediction for Multimodal Deepfake Detection and Temporal Localization
by: Anshul, Ashutosh, et al.
Published: (2025)
by: Anshul, Ashutosh, et al.
Published: (2025)
Exposing and Mitigating Temporal Attack in Deepfake Video Detection
by: Gu, Zheyuan, et al.
Published: (2026)
by: Gu, Zheyuan, et al.
Published: (2026)
Robust Identity Perceptual Watermark Against Deepfake Face Swapping
by: Wang, Tianyi, et al.
Published: (2023)
by: Wang, Tianyi, et al.
Published: (2023)
FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training
by: Sun, Pu, et al.
Published: (2023)
by: Sun, Pu, et al.
Published: (2023)
Detecting Deepfakes via Hamiltonian Dynamics
by: Cheng, Harry, et al.
Published: (2026)
by: Cheng, Harry, et al.
Published: (2026)
All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark
by: Wu, Junjiang, et al.
Published: (2026)
by: Wu, Junjiang, et al.
Published: (2026)
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping
by: Wang, Tianyi, et al.
Published: (2025)
by: Wang, Tianyi, et al.
Published: (2025)
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
by: Tian, Mulin, et al.
Published: (2023)
by: Tian, Mulin, et al.
Published: (2023)
Linguistic Profiling of Deepfakes: An Open Database for Next-Generation Deepfake Detection
by: Wang, Yabin, et al.
Published: (2024)
by: Wang, Yabin, et al.
Published: (2024)
Scaling Laws for Deepfake Detection
by: Wang, Wenhao, et al.
Published: (2025)
by: Wang, Wenhao, et al.
Published: (2025)
Data-Driven Deepfake Image Detection Method -- The 2024 Global Deepfake Image Detection Challenge
by: Zhu, Xiaoya, et al.
Published: (2025)
by: Zhu, Xiaoya, et al.
Published: (2025)
COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection
by: Zhang, Cong, et al.
Published: (2023)
by: Zhang, Cong, et al.
Published: (2023)
Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach
by: Zou, Mian, et al.
Published: (2024)
by: Zou, Mian, et al.
Published: (2024)
Towards General Deepfake Detection with Dynamic Curriculum
by: Song, Wentang, et al.
Published: (2024)
by: Song, Wentang, et al.
Published: (2024)
Beyond Deepfake vs Real: Facial Deepfake Detection in the Open-Set Paradigm
by: Bahavan, Nadarasar, et al.
Published: (2025)
by: Bahavan, Nadarasar, et al.
Published: (2025)
Deepfake Forensics Adapter: A Dual-Stream Network for Generalizable Deepfake Detection
by: Liao, Jianfeng, et al.
Published: (2026)
by: Liao, Jianfeng, et al.
Published: (2026)
Detecting Localized Deepfake Manipulations Using Action Unit-Guided Video Representations
by: Anand, Tharun, et al.
Published: (2025)
by: Anand, Tharun, et al.
Published: (2025)
Towards Interactive Deepfake Analysis
by: Qin, Lixiong, et al.
Published: (2025)
by: Qin, Lixiong, et al.
Published: (2025)
DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion
by: Sun, Ke, et al.
Published: (2024)
by: Sun, Ke, et al.
Published: (2024)
Deepfake Detection that Generalizes Across Benchmarks
by: Yermakov, Andrii, et al.
Published: (2025)
by: Yermakov, Andrii, et al.
Published: (2025)
Deepfake Detection via Knowledge Injection
by: Li, Tonghui, et al.
Published: (2025)
by: Li, Tonghui, et al.
Published: (2025)
Towards the Detection of Diffusion Model Deepfakes
by: Ricker, Jonas, et al.
Published: (2022)
by: Ricker, Jonas, et al.
Published: (2022)
1M-Deepfakes Detection Challenge
by: Cai, Zhixi, et al.
Published: (2024)
by: Cai, Zhixi, et al.
Published: (2024)
DeepShield: Fortifying Deepfake Video Detection with Local and Global Forgery Analysis
by: Cai, Yinqi, et al.
Published: (2025)
by: Cai, Yinqi, et al.
Published: (2025)
Exploring Self-Supervised Vision Transformers for Deepfake Detection: A Comparative Analysis
by: Nguyen, Huy H., et al.
Published: (2024)
by: Nguyen, Huy H., et al.
Published: (2024)
Comparative Analysis of Deep Convolutional Neural Networks for Detecting Medical Image Deepfakes
by: Alsabbagh, Abdel Rahman, et al.
Published: (2024)
by: Alsabbagh, Abdel Rahman, et al.
Published: (2024)
Similar Items
-
Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies
by: Datta, Soumyya Kanti, et al.
Published: (2025) -
Exposing Lip-syncing Deepfakes from Mouth Inconsistencies
by: Datta, Soumyya Kanti, et al.
Published: (2024) -
DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
by: Zhao, Kangran, et al.
Published: (2025) -
DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
by: Ju, Yan, et al.
Published: (2024) -
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection
by: Yan, Zhiyuan, et al.
Published: (2023)