Cover Image

ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Haoyu, Ramachandra, Raghavendra, Raja, Kiran, Busch, Christoph
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer
by: Zhang, Haoyu, et al.
Published: (2025)

SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples
by: Zhang, Haoyu, et al.
Published: (2024)

StableMorph: High-Quality Face Morph Generation with Stable Diffusion
by: Kabbani, Wassim, et al.
Published: (2025)

Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models
by: Shekhawat, Ria, et al.
Published: (2025)

FaceOracle: Chat with a Face Image Oracle
by: Kabbani, Wassim, et al.
Published: (2025)

Towards minimizing efforts for Morphing Attacks -- Deep embeddings for morphing pair selection and improved Morphing Attack Detection
by: Kessler, Roman, et al.
Published: (2023)

Demographic Variability in Face Image Quality Measures
by: Kabbani, Wassim, et al.
Published: (2025)

Eye Sclera for Fair Face Image Quality Assessment
by: Kabbani, Wassim, et al.
Published: (2025)

R-FLoRA: Residual-Statistic-Gated Low-Rank Adaptation for Single-Image Face Morphing Attack Detection
by: Ramachandra, Raghavendra
Published: (2026)

Empowering Morphing Attack Detection using Interpretable Image-Text Foundation Model
by: Patwardhan, Sushrut, et al.
Published: (2025)

Radial Distortion in Face Images: Detection and Impact
by: Kabbani, Wassim, et al.
Published: (2025)

DifFoundMAD: Foundation Models meet Differential Morphing Attack Detection
by: Gonzalez-Soler, Lazaro J., et al.
Published: (2026)

3D Face Morphing Attack Generation using Non-Rigid Registration
by: Singh, Jag Mohan, et al.
Published: (2024)

SpectraIrisPAD: Leveraging Vision Foundation Models for Spectrally Conditioned Multispectral Iris Presentation Attack Detection
by: Ramachandra, Raghavendra, et al.
Published: (2025)

Towards Inclusive Face Recognition Through Synthetic Ethnicity Alteration
by: Chandaliya, Praveen Kumar, et al.
Published: (2024)

Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning
by: Komaty, Alain, et al.
Published: (2025)

MorCode: Face Morphing Attack Generation using Generative Codebooks
by: PN, Aravinda Reddy, et al.
Published: (2024)

LoRA-Enhanced Vision Transformer for Single Image based Morphing Attack Detection via Knowledge Distillation from EfficientNet
by: Shekhawat, Ria, et al.
Published: (2025)

Generating Automatically Print/Scan Textures for Morphing Attack Detection Applications
by: Tapia, Juan E., et al.
Published: (2024)

Impact of Synthetic Images on Morphing Attack Detection Using a Siamese Network
by: Tapia, Juan, et al.
Published: (2024)

MLSD-GAN -- Generating Strong High Quality Face Morphing Attacks using Latent Semantic Disentanglement
by: PN, Aravinda Reddy, et al.
Published: (2024)

Morphing Attack Potential
by: Ferrara, Matteo, et al.
Published: (2022)

First Competition on Presentation Attack Detection on ID Card
by: Tapia, Juan E., et al.
Published: (2024)

Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models
by: Maaz, Muhammad, et al.
Published: (2023)

A Systematic Failure Analysis of Vision Foundation Models for Open Set Iris Presentation Attack Detection
by: Anand, Rahul, et al.
Published: (2026)

FG-MDM: Towards Zero-Shot Human Motion Generation via ChatGPT-Refined Descriptions
by: Shi, Xu, et al.
Published: (2023)

Emergent Morphing Attack Detection in Open Multi-modal Large Language Models
by: Ivanovska, Marija, et al.
Published: (2026)

Remote Sensing ChatGPT: Solving Remote Sensing Tasks with ChatGPT and Visual Models
by: Guo, Haonan, et al.
Published: (2024)

MADPromptS: Unlocking Zero-Shot Morphing Attack Detection with Multiple Prompt Aggregation
by: Caldeira, Eduarda, et al.
Published: (2025)

IQAGPT: Image Quality Assessment with Vision-language and ChatGPT Models
by: Chen, Zhihao, et al.
Published: (2023)

FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection
by: Ozgur, Guray, et al.
Published: (2025)

In-context Learning of Vision Language Models for Detection of Physical and Digital Attacks against Face Recognition Systems
by: Gonzalez-Soler, Lazaro Janier, et al.
Published: (2025)

V-MAD: Video-based Morphing Attack Detection in Operational Scenarios
by: Borghi, Guido, et al.
Published: (2024)

Unsupervised Fingerphoto Presentation Attack Detection With Diffusion Models
by: Li, Hailin, et al.
Published: (2024)

SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning
by: Ivanovska, Marija, et al.
Published: (2025)

Are Foundation Models All You Need for Zero-shot Face Presentation Attack Detection?
by: Gonzalez-Sole, Lazaro Janier, et al.
Published: (2025)

LADIMO: Face Morph Generation through Biometric Template Inversion with Latent Diffusion
by: Grimmer, Marcel, et al.
Published: (2024)

How Good is ChatGPT at Audiovisual Deepfake Detection: A Comparative Study of ChatGPT, AI Models and Human Perception
by: Shahzad, Sahibzada Adil, et al.
Published: (2024)

SRL-MAD: Structured Residual Latents for One-Class Morphing Attack Detection
by: Paulo, Diogo J., et al.
Published: (2026)

FD-MAD: Frequency-Domain Residual Analysis for Face Morphing Attack Detection
by: Paulo, Diogo J., et al.
Published: (2026)