AdaptPrompt: Parameter-Efficient Adaptation of VLMs for Generalizable Deepfake Detection
Fuente:
arXiv
Saved in:
| Main Authors: | Jiang, Yichen, Alam, Mohammed Talha, Khan, Sohail Ahmed, Dang-Nguyen, Duc-Tien, Karray, Fakhri |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection
by: Khan, Sohail Ahmed, et al.
Published: (2024)
by: Khan, Sohail Ahmed, et al.
Published: (2024)
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions
by: AlHindaassi, Fatmah, et al.
Published: (2025)
by: AlHindaassi, Fatmah, et al.
Published: (2025)
Projected Gradient Unlearning for Text-to-Image Diffusion Models: Defending Against Concept Revival Attacks
by: Aladawi, Aljalila, et al.
Published: (2026)
by: Aladawi, Aljalila, et al.
Published: (2026)
AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations
by: Alam, Mohammed Talha, et al.
Published: (2024)
by: Alam, Mohammed Talha, et al.
Published: (2024)
FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing
by: Alam, Mohammed Talha, et al.
Published: (2025)
by: Alam, Mohammed Talha, et al.
Published: (2025)
FLARE up your data: Diffusion-based Augmentation Method in Astronomical Imaging
by: Alam, Mohammed Talha, et al.
Published: (2024)
by: Alam, Mohammed Talha, et al.
Published: (2024)
CosmoCLIP: Generalizing Large Vision-Language Models for Astronomical Imaging
by: Imam, Raza, et al.
Published: (2024)
by: Imam, Raza, et al.
Published: (2024)
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)
LAF-YOLOv10 with Partial Convolution Backbone, Attention-Guided Feature Pyramid, Auxiliary P2 Head, and Wise-IoU Loss for Small Object Detection in Drone Aerial Imagery
by: Farooqui, Sohail Ali, et al.
Published: (2026)
by: Farooqui, Sohail Ali, et al.
Published: (2026)
Vision Language Models for Dynamic Human Activity Recognition in Healthcare Settings
by: Abid, Abderrazek, et al.
Published: (2025)
by: Abid, Abderrazek, et al.
Published: (2025)
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture
by: Kong, Chenqi, et al.
Published: (2024)
by: Kong, Chenqi, et al.
Published: (2024)
BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs
by: Singha, Mainak, et al.
Published: (2026)
by: Singha, Mainak, et al.
Published: (2026)
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update
by: Li, Qing, et al.
Published: (2025)
by: Li, Qing, et al.
Published: (2025)
Vulnerability-Aware Spatio-Temporal Learning for Generalizable Deepfake Video Detection
by: Nguyen, Dat, et al.
Published: (2025)
by: Nguyen, Dat, et al.
Published: (2025)
NL-MambaXCT: Self-Supervised Nested-Learning Mamba for Nomex Honeycomb X-ray CT Defect Classification
by: Aldoboni, Ghaleb, et al.
Published: (2026)
by: Aldoboni, Ghaleb, et al.
Published: (2026)
SPQR: A Standardized Benchmark for Modern Safety Alignment Methods in Text-to-Image Diffusion Models
by: Alam, Mohammed Talha, et al.
Published: (2025)
by: Alam, Mohammed Talha, et al.
Published: (2025)
Decoupling Forgery Semantics for Generalizable Deepfake Detection
by: Ye, Wei, et al.
Published: (2024)
by: Ye, Wei, et al.
Published: (2024)
Suppressing Gradient Conflict for Generalizable Deepfake Detection
by: Liu, Ming-Hui, et al.
Published: (2025)
by: Liu, Ming-Hui, et al.
Published: (2025)
Parameter-Efficient Adaptation of mPLUG-Owl2 via Pixel-Level Visual Prompts for NR-IQA
by: Benmahane, Yahya, et al.
Published: (2025)
by: Benmahane, Yahya, et al.
Published: (2025)
YOWOv3: An Efficient and Generalized Framework for Human Action Detection and Recognition
by: Dang, Duc Manh Nguyen, et al.
Published: (2024)
by: Dang, Duc Manh Nguyen, et al.
Published: (2024)
Selective Domain-Invariant Feature for Generalizable Deepfake Detection
by: Lai, Yingxin, et al.
Published: (2024)
by: Lai, Yingxin, et al.
Published: (2024)
Unlocking the Hidden Potential of CLIP in Generalizable Deepfake Detection
by: Yermakov, Andrii, et al.
Published: (2025)
by: Yermakov, Andrii, et al.
Published: (2025)
SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection
by: Kim, Younghun, et al.
Published: (2025)
by: Kim, Younghun, et al.
Published: (2025)
RoGA: Towards Generalizable Deepfake Detection through Robust Gradient Alignment
by: Qiu, Lingyu, et al.
Published: (2025)
by: Qiu, Lingyu, et al.
Published: (2025)
Robust and Calibrated Detection of Authentic Multimedia Content
by: Hashmi, Sarim, et al.
Published: (2025)
by: Hashmi, Sarim, et al.
Published: (2025)
REMONI: An Autonomous System Integrating Wearables and Multimodal Large Language Models for Enhanced Remote Health Monitoring
by: Ho, Thanh Cong, et al.
Published: (2025)
by: Ho, Thanh Cong, et al.
Published: (2025)
LAA-Net: Localized Artifact Attention Network for Quality-Agnostic and Generalizable Deepfake Detection
by: Nguyen, Dat, et al.
Published: (2024)
by: Nguyen, Dat, et al.
Published: (2024)
Beyond Flicker: Detecting Kinematic Inconsistencies for Generalizable Deepfake Video Detection
by: Cobo, Alejandro, et al.
Published: (2025)
by: Cobo, Alejandro, et al.
Published: (2025)
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
by: Huang, Chaoqin, et al.
Published: (2024)
by: Huang, Chaoqin, et al.
Published: (2024)
Suppressing Forgery-Specific Shortcuts for Generalizable Deepfake Detection
by: Wang, Yihui, et al.
Published: (2026)
by: Wang, Yihui, et al.
Published: (2026)
Towards Generalizable Deepfake Detection via Forgery-aware Audio-Visual Adaptation: A Variational Bayesian Approach
by: Nie, Fan, et al.
Published: (2025)
by: Nie, Fan, et al.
Published: (2025)
VIGIL: Part-Grounded Structured Reasoning for Generalizable Deepfake Detection
by: Li, Xinghan, et al.
Published: (2026)
by: Li, Xinghan, et al.
Published: (2026)
AuthGuard: Generalizable Deepfake Detection via Language Guidance
by: Shen, Guangyu, et al.
Published: (2025)
by: Shen, Guangyu, et al.
Published: (2025)
Adapt2Reward: Adapting Video-Language Models to Generalizable Robotic Rewards via Failure Prompts
by: Yang, Yanting, et al.
Published: (2024)
by: Yang, Yanting, et al.
Published: (2024)
CapsFake: A Multimodal Capsule Network for Detecting Instruction-Guided Deepfakes
by: Nguyen, Tuan, et al.
Published: (2025)
by: Nguyen, Tuan, et al.
Published: (2025)
Generate, Transduct, Adapt: Iterative Transduction with VLMs
by: Saha, Oindrila, et al.
Published: (2025)
by: Saha, Oindrila, et al.
Published: (2025)
Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection
by: Yu, Cai, et al.
Published: (2024)
by: Yu, Cai, et al.
Published: (2024)
Veritas: Generalizable Deepfake Detection via Pattern-Aware Reasoning
by: Tan, Hao, et al.
Published: (2025)
by: Tan, Hao, et al.
Published: (2025)
Conditioned Prompt-Optimization for Continual Deepfake Detection
by: Laiti, Francesco, et al.
Published: (2024)
by: Laiti, Francesco, et al.
Published: (2024)
Cloud‐based provenance framework for duplicates identification and data quality enhancement
by: Fakhri Alam Khan
Published: (2024)
by: Fakhri Alam Khan
Published: (2024)
Similar Items
-
CLIPping the Deception: Adapting Vision-Language Models for Universal Deepfake Detection
by: Khan, Sohail Ahmed, et al.
Published: (2024) -
ADAM-Dehaze: Adaptive Density-Aware Multi-Stage Dehazing for Improved Object Detection in Foggy Conditions
by: AlHindaassi, Fatmah, et al.
Published: (2025) -
Projected Gradient Unlearning for Text-to-Image Diffusion Models: Defending Against Concept Revival Attacks
by: Aladawi, Aljalila, et al.
Published: (2026) -
AstroSpy: On detecting Fake Images in Astronomy via Joint Image-Spectral Representations
by: Alam, Mohammed Talha, et al.
Published: (2024) -
FaceAnonyMixer: Cancelable Faces via Identity Consistent Latent Space Mixing
by: Alam, Mohammed Talha, et al.
Published: (2025)