Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer

20 January 2025

Raghavendra Ramachandra

ArXiv (abs)PDF HTML

Papers citing "Generalized Single-Image-Based Morphing Attack Detection Using Deep Representations from Vision Transformer"

14 / 14 papers shown

Title
Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models Ria Shekhawat Hailin Li Raghavendra Ramachandra S. Venkatesh 63 1 0 21 May 2025
ChatGPT Encounters Morphing Attack Detection: Zero-Shot MAD with Multi-Modal Large Language Models and General Vision Models Haoyu Zhang Raghavendra Ramachandra Kiran Raja C. Busch 104 0 0 13 Mar 2025
MADation: Face Morphing Attack Detection with Foundation Models Eduarda Caldeira Guray Ozgur Tahar Chettaoui Marija Ivanovska Peter Peer Fadi Boutros Vitomir Štruc Naser Damer CVBM 90 2 1 28 Jan 2025
FoundPAD: Foundation Models Reloaded for Face Presentation Attack Detection Guray Ozgur Eduarda Caldeira Tahar Chettaoui Fadi Boutros Raghavendra Ramachandra Naser Damer AAML CVBM 105 1 1 06 Jan 2025
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 87 2 0 09 Sep 2024
ImageNet-21K Pretraining for the Masses T. Ridnik Emanuel Ben-Baruch Asaf Noy Lihi Zelnik-Manor SSeg VLM CLIP 381 717 0 22 Apr 2021
Face Morphing Attack Generation & Detection: A Comprehensive Survey S. Venkatesh Raghavendra Ramachandra Kiran Raja Christoph Busch AAML CVBM 72 113 0 03 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 764 41,831 0 22 Oct 2020
Can GAN Generated Morphs Threaten Face Recognition Systems Equally as Landmark Based Morphs? -- Vulnerability and Detection S. Venkatesh Haoyu Zhang Raghavendra Ramachandra Kiran Raja Naser Damer Christoph Busch CVBM 65 84 0 07 Jul 2020
Style Your Face Morph and Improve Your Face Morphing Attack Detector Clemens Seibold Anna Hilsmann Peter Eisert CVBM 125 23 0 23 Apr 2020
Face morphing detection in the presence of printing/scanning and heterogeneous image sources Matteo Ferrara Annalisa Franco Davide Maltoni CVBM 67 61 0 25 Jan 2019
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 976 133,429 0 12 Jun 2017
Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks Kaipeng Zhang Zhanpeng Zhang Zhifeng Li Yu Qiao CVBM 181 4,988 0 11 Apr 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,723 0 01 Sep 2014