LitMAS: A Lightweight and Generalized Multi-Modal Anti-Spoofing Framework for Biometric Security
Fuente:
arXiv
Saved in:
| Main Authors: | Gorthi, Nidheesh, Thakral, Kartik, Ranjan, Rishabh, Singh, Richa, Vatsa, Mayank |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Continual Unlearning for Foundational Text-to-Image Models without Generalization Erosion
by: Thakral, Kartik, et al.
Published: (2025)
by: Thakral, Kartik, et al.
Published: (2025)
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres
by: Dosi, Muskan, et al.
Published: (2025)
by: Dosi, Muskan, et al.
Published: (2025)
HyperSpaceX: Radial and Angular Exploration of HyperSpherical Dimensions
by: Chiranjeev, Chiranjeev, et al.
Published: (2024)
by: Chiranjeev, Chiranjeev, et al.
Published: (2024)
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models
by: Thakral, Kartik, et al.
Published: (2025)
by: Thakral, Kartik, et al.
Published: (2025)
Low-Resolution Chest X-ray Classification via Knowledge Distillation and Multi-task Learning
by: Akhter, Yasmeena, et al.
Published: (2024)
by: Akhter, Yasmeena, et al.
Published: (2024)
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms
by: Mittal, Surbhi, et al.
Published: (2023)
by: Mittal, Surbhi, et al.
Published: (2023)
Right Looks, Wrong Reasons: Compositional Fidelity in Text-to-Image Generation
by: Vatsa, Mayank, et al.
Published: (2025)
by: Vatsa, Mayank, et al.
Published: (2025)
Optimizing Skin Lesion Classification via Multimodal Data and Auxiliary Task Integration
by: Khurshid, Mahapara, et al.
Published: (2024)
by: Khurshid, Mahapara, et al.
Published: (2024)
NutriScreener: Retrieval-Augmented Multi-Pose Graph Attention Network for Malnourishment Screening
by: Khan, Misaal, et al.
Published: (2025)
by: Khan, Misaal, et al.
Published: (2025)
TAIGen: Training-Free Adversarial Image Generation via Diffusion Models
by: Roy, Susim, et al.
Published: (2025)
by: Roy, Susim, et al.
Published: (2025)
Learn "No" to Say "Yes" Better: Improving Vision-Language Models via Negations
by: Singh, Jaisidh, et al.
Published: (2024)
by: Singh, Jaisidh, et al.
Published: (2024)
Unbiased Model Prediction Without Using Protected Attribute Information
by: Majumdar, Puspita, et al.
Published: (2026)
by: Majumdar, Puspita, et al.
Published: (2026)
Discerning the Chaos: Detecting Adversarial Perturbations while Disentangling Intentional from Unintentional Noises
by: Jain, Anubhooti, et al.
Published: (2024)
by: Jain, Anubhooti, et al.
Published: (2024)
Navigating Text-to-Image Generative Bias across Indic Languages
by: Mittal, Surbhi, et al.
Published: (2024)
by: Mittal, Surbhi, et al.
Published: (2024)
Suppress and Rebalance: Towards Generalized Multi-Modal Face Anti-Spoofing
by: Lin, Xun, et al.
Published: (2024)
by: Lin, Xun, et al.
Published: (2024)
Poze: Sports Technique Feedback under Data Constraints
by: Singh, Agamdeep, et al.
Published: (2024)
by: Singh, Agamdeep, et al.
Published: (2024)
Hyp-OC: Hyperbolic One Class Classification for Face Anti-Spoofing
by: Narayan, Kartik, et al.
Published: (2024)
by: Narayan, Kartik, et al.
Published: (2024)
Multi-Modal Face Anti-Spoofing via Cross-Modal Feature Transitions
by: Chong, Jun-Xiong, et al.
Published: (2025)
by: Chong, Jun-Xiong, et al.
Published: (2025)
Can Quantized Audio Language Models Perform Zero-Shot Spoofing Detection?
by: Dutta, Bikash, et al.
Published: (2025)
by: Dutta, Bikash, et al.
Published: (2025)
Two-Stage Human Verification using HandCAPTCHA and Anti-Spoofed Finger Biometrics with Feature Selection
by: Bera, Asish, et al.
Published: (2024)
by: Bera, Asish, et al.
Published: (2024)
Multimodal Zero-Shot Framework for Deepfake Hate Speech Detection in Low-Resource Languages
by: Ranjan, Rishabh, et al.
Published: (2025)
by: Ranjan, Rishabh, et al.
Published: (2025)
Robust Multi-Modal Face Anti-Spoofing with Domain Adaptation: Tackling Missing Modalities, Noisy Pseudo-Labels, and Model Degradation
by: Hsu, Ming-Tsung, et al.
Published: (2025)
by: Hsu, Ming-Tsung, et al.
Published: (2025)
M3FAS: An Accurate and Robust MultiModal Mobile Face Anti-Spoofing System
by: Kong, Chenqi, et al.
Published: (2023)
by: Kong, Chenqi, et al.
Published: (2023)
Test-Time Domain Generalization for Face Anti-Spoofing
by: Zhou, Qianyu, et al.
Published: (2024)
by: Zhou, Qianyu, et al.
Published: (2024)
A Unified Framework for Iris Anti-Spoofing: Introducing Iris Anti-Spoofing Cross-Domain-Testing Protocol and Masked-MoE Method
by: Zou, Hang, et al.
Published: (2024)
by: Zou, Hang, et al.
Published: (2024)
Learning Unknown Spoof Prompts for Generalized Face Anti-Spoofing Using Only Real Face Images
by: Jiang, Fangling, et al.
Published: (2025)
by: Jiang, Fangling, et al.
Published: (2025)
Learning Representation and Synergy Invariances: A Povable Framework for Generalized Multimodal Face Anti-Spoofing
by: Lin, Xun, et al.
Published: (2025)
by: Lin, Xun, et al.
Published: (2025)
SynHate: Detecting Hate Speech in Synthetic Deepfake Audio
by: Ranjan, Rishabh, et al.
Published: (2025)
by: Ranjan, Rishabh, et al.
Published: (2025)
A Multi-Modal Approach for Face Anti-Spoofing in Non-Calibrated Systems using Disparity Maps
by: Larey, Ariel, et al.
Published: (2024)
by: Larey, Ariel, et al.
Published: (2024)
SLIP: Spoof-Aware One-Class Face Anti-Spoofing with Language Image Pretraining
by: Huang, Pei-Kai, et al.
Published: (2025)
by: Huang, Pei-Kai, et al.
Published: (2025)
S-Adapter: Generalizing Vision Transformer for Face Anti-Spoofing with Statistical Tokens
by: Cai, Rizhao, et al.
Published: (2023)
by: Cai, Rizhao, et al.
Published: (2023)
Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing
by: Ma, Yingjie, et al.
Published: (2025)
by: Ma, Yingjie, et al.
Published: (2025)
DiffFAS: Face Anti-Spoofing via Generative Diffusion Models
by: Ge, Xinxu, et al.
Published: (2024)
by: Ge, Xinxu, et al.
Published: (2024)
TeG-DG: Textually Guided Domain Generalization for Face Anti-Spoofing
by: Mu, Lianrui, et al.
Published: (2023)
by: Mu, Lianrui, et al.
Published: (2023)
Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models
by: Zhang, Guosheng, et al.
Published: (2025)
by: Zhang, Guosheng, et al.
Published: (2025)
Gradient Alignment for Cross-Domain Face Anti-Spoofing
by: Le, Binh M., et al.
Published: (2024)
by: Le, Binh M., et al.
Published: (2024)
Optimizing DINOv2 with Registers for Face Anti-Spoofing
by: Feng, Mika, et al.
Published: (2025)
by: Feng, Mika, et al.
Published: (2025)
Multi-Modal Sensor Fusion using Hybrid Attention for Autonomous Driving
by: Mayank, Mayank, et al.
Published: (2026)
by: Mayank, Mayank, et al.
Published: (2026)
Spoof Trace Discovery for Deep Learning Based Explainable Face Anti-Spoofing
by: Zhang, Haoyuan, et al.
Published: (2024)
by: Zhang, Haoyuan, et al.
Published: (2024)
Domain-generalizable Face Anti-Spoofing with Patch-based Multi-tasking and Artifact Pattern Conversion
by: Jung, Seungjin, et al.
Published: (2026)
by: Jung, Seungjin, et al.
Published: (2026)
Similar Items
-
Continual Unlearning for Foundational Text-to-Image Models without Generalization Erosion
by: Thakral, Kartik, et al.
Published: (2025) -
Harmonizing Geometry and Uncertainty: Diffusion with Hyperspheres
by: Dosi, Muskan, et al.
Published: (2025) -
HyperSpaceX: Radial and Angular Exploration of HyperSpherical Dimensions
by: Chiranjeev, Chiranjeev, et al.
Published: (2024) -
Fine-Grained Erasure in Text-to-Image Diffusion-based Foundation Models
by: Thakral, Kartik, et al.
Published: (2025) -
Low-Resolution Chest X-ray Classification via Knowledge Distillation and Multi-task Learning
by: Akhter, Yasmeena, et al.
Published: (2024)