Cover Image

DeiTFake: Deepfake Detection Model using DeiT Multi-Stage Training

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kumar, Saksham, Singh, Ashish, Thota, Srinivasarao, Singh, Sunil Kumar, Kumar, Chandan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Cryptography and Security
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Combating Digitally Altered Images: Deepfake Detection
by: Kumar, Saksham, et al.
Published: (2025)

Stage Aware Diagnosis of Diabetic Retinopathy via Ordinal Regression
by: Kumar, Saksham, et al.
Published: (2025)

Transformer-Driven Multimodal Fusion for Explainable Suspiciousness Estimation in Visual Surveillance
by: Yadav, Kuldeep Singh, et al.
Published: (2025)

DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets
by: Rangwani, Harsh, et al.
Published: (2024)

Detection Limits and Statistical Separability of Tree Ring Watermarks in Rectified Flow-based Text-to-Image Generation Models
by: Umrajkar, Ved, et al.
Published: (2025)

Passive Deepfake Detection Across Multi-modalities: A Comprehensive Survey
by: Nguyen-Le, Hong-Hanh, et al.
Published: (2024)

Smart Railway Obstruction Detection System using IoT and Computer Vision
by: Kumar, Pravin, et al.
Published: (2026)

Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR
by: Turnbull, Robert, et al.
Published: (2024)

XAI-Based Detection of Adversarial Attacks on Deepfake Detectors
by: Pinhasov, Ben, et al.
Published: (2024)

DeepfakeBench-MM: A Comprehensive Benchmark for Multimodal Deepfake Detection
by: Zhao, Kangran, et al.
Published: (2025)

Supervised Multilabel Image Classification Using Residual Networks with Probabilistic Reasoning
by: Singh, Lokender, et al.
Published: (2025)

Improving Deepfake Detection with Reinforcement Learning-Based Adaptive Data Augmentation
by: Zhou, Yuxuan, et al.
Published: (2025)

Delocate: Detection and Localization for Deepfake Videos with Randomly-Located Tampered Traces
by: Hu, Juan, et al.
Published: (2024)

Reduced Spatial Dependency for More General Video-level Deepfake Detection
by: Chu, Beilin, et al.
Published: (2025)

Deepfake detection in videos with multiple faces using geometric-fakeness features
by: Vyshegorodtsev, Kirill, et al.
Published: (2024)

Improving Image Data Leakage Detection in Automotive Software
by: Babu, Md Abu Ahammed, et al.
Published: (2024)

DLOVE: A new Security Evaluation Tool for Deep Learning Based Watermarking Techniques
by: Padhi, Sudev Kumar, et al.
Published: (2024)

How Generalizable are Deepfake Image Detectors? An Empirical Study
by: Li, Boquan, et al.
Published: (2023)

Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted
by: Yuan, Shuaiwei, et al.
Published: (2025)

Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models
by: Ke, Zong, et al.
Published: (2025)

Addressing Deepfake Issue in Selfie banking through camera based authentication
by: Mukherjee, Subhrojyoti, et al.
Published: (2025)

A Quality-Centric Framework for Generic Deepfake Detection
by: Song, Wentang, et al.
Published: (2024)

FRIDAY: Mitigating Unintentional Facial Identity in Deepfake Detectors Guided by Facial Recognizers
by: Kim, Younhun, et al.
Published: (2024)

Naïve Exposure of Generative AI Capabilities Undermines Deepfake Detection
by: Kim, Sunpill, et al.
Published: (2026)

VoxAtnNet: A 3D Point Clouds Convolutional Neural Network for Generalizable Face Presentation Attack Detection
by: Ramachandra, Raghavendra, et al.
Published: (2024)

Solutions to Deepfakes: Can Camera Hardware, Cryptography, and Deep Learning Verify Real Images?
by: Vilesov, Alexander, et al.
Published: (2024)

Defending Unauthorized Model Merging via Dual-Stage Weight Protection
by: Chen, Wei-Jia, et al.
Published: (2025)

Deepfake detectors are DUMB: A benchmark to assess adversarial training robustness under transferability constraints
by: Serrano, Adrian, et al.
Published: (2026)

Not Just Change the Labels, Learn the Features: Watermarking Deep Neural Networks with Multi-View Data
by: Li, Yuxuan, et al.
Published: (2024)

An Analysis of Recent Advances in Deepfake Image Detection in an Evolving Threat Landscape
by: Abdullah, Sifat Muhammad, et al.
Published: (2024)

GOTCHA: Real-Time Video Deepfake Detection via Challenge-Response
by: Mittal, Govind, et al.
Published: (2022)

FIDAVL: Fake Image Detection and Attribution using Vision-Language Model
by: Keita, Mamadou, et al.
Published: (2024)

Gradient-based facial encoding for key generation to encrypt and decrypt multimedia data
by: Patel, Ankit Kumar, et al.
Published: (2024)

BB-Patch: BlackBox Adversarial Patch-Attack using Zeroth-Order Optimization
by: Kumar, Satyadwyoom, et al.
Published: (2024)

ZK-WAGON: Imperceptible Watermark for Image Generation Models using ZK-SNARKs
by: Ramakrishnan, Aadarsh Anantha, et al.
Published: (2025)

ForensicFlow: A Tri-Modal Adaptive Network for Robust Deepfake Detection
by: Romani, Mohammad
Published: (2025)

Nearly Solved? Robust Deepfake Detection Requires More than Visual Forensics
by: Levy, Guy, et al.
Published: (2024)

Shaking the Fake: Detecting Deepfake Videos in Real Time via Active Probes
by: Xie, Zhixin, et al.
Published: (2024)

Do Concept Replacement Techniques Really Erase Unacceptable Concepts?
by: Das, Anudeep, et al.
Published: (2025)

Enhanced Convolution Neural Network with Optimized Pooling and Hyperparameter Tuning for Network Intrusion Detection
by: Sharma, Ayush Kumar, et al.
Published: (2024)