Copertina

Enhanced Deep Learning DeepFake Detection Integrating Handcrafted Features

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Hinke-Navarro, Alejandro, Nieto-Hidalgo, Mario, Espin, Juan M., Tapia, Juan E.
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computer Vision and Pattern Recognition
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
di: Shao, Rui, et al.
Pubblicazione: (2023)

Robust Sequential DeepFake Detection
di: Shao, Rui, et al.
Pubblicazione: (2023)

Active Fake: DeepFake Camouflage
di: Sun, Pu, et al.
Pubblicazione: (2024)

DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection
di: Ju, Yan, et al.
Pubblicazione: (2024)

FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge
di: Li, Hanzhe, et al.
Pubblicazione: (2024)

Text Modality Oriented Image Feature Extraction for Detecting Diffusion-based DeepFake
di: Yang, Di, et al.
Pubblicazione: (2024)

DIP: Diffusion Learning of Inconsistency Pattern for General DeepFake Detection
di: Nie, Fan, et al.
Pubblicazione: (2024)

DPL: Cross-quality DeepFake Detection via Dual Progressive Learning
di: Zhang, Dongliang, et al.
Pubblicazione: (2024)

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach
di: Zou, Mian, et al.
Pubblicazione: (2024)

Exposing DeepFakes via Hyperspectral Domain Mapping
di: Mehta, Aditya, et al.
Pubblicazione: (2025)

Do DeepFake Attribution Models Generalize?
di: Baxavanakis, Spiros, et al.
Pubblicazione: (2025)

FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training
di: Sun, Pu, et al.
Pubblicazione: (2023)

TruthLens:A Training-Free Paradigm for DeepFake Detection
di: Chakraborty, Ritabrata, et al.
Pubblicazione: (2025)

Unmasking Facial DeepFakes: A Robust Multiview Detection Framework for Natural Images
di: Belguesmia, Sami, et al.
Pubblicazione: (2025)

Fake-in-Facext: Towards Fine-Grained Explainable DeepFake Analysis
di: Qin, Lixiong, et al.
Pubblicazione: (2025)

TriDF: Evaluating Perception, Detection, and Hallucination for Interpretable DeepFake Detection
di: Jiang-Lin, Jian-Yu, et al.
Pubblicazione: (2025)

Few-Shot Learning: Expanding ID Cards Presentation Attack Detection to Unknown ID Countries
di: Rocamora, Alvaro S., et al.
Pubblicazione: (2024)

FakeParts: a New Family of AI-Generated DeepFakes
di: Liu, Ziyi, et al.
Pubblicazione: (2025)

DeepFake Detection in Dyadic Video Calls using Point of Gaze Tracking
di: Kohler, Odin, et al.
Pubblicazione: (2025)

Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection
di: Zhu, Delong, et al.
Pubblicazione: (2024)

TruthLens: Visual Grounding for Universal DeepFake Reasoning
di: Kundu, Rohit, et al.
Pubblicazione: (2025)

Study of detecting behavioral signatures within DeepFake videos
di: Miao, Qiaomu, et al.
Pubblicazione: (2022)

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge
di: Deshmukh, Sharayu Nilesh, et al.
Pubblicazione: (2026)

DFREC: DeepFake Identity Recovery Based on Identity-aware Masked Autoencoder
di: Yu, Peipeng, et al.
Pubblicazione: (2024)

TalkingHeadBench: A Multi-Modal Benchmark & Analysis of Talking-Head DeepFake Detection
di: Xiong, Xinqi, et al.
Pubblicazione: (2025)

GRACE: Graph-Regularized Attentive Convolutional Entanglement with Laplacian Smoothing for Robust DeepFake Video Detection
di: Hsu, Chih-Chung, et al.
Pubblicazione: (2024)

Texture, Shape, Order, and Relation Matter: A New Transformer Design for Sequential DeepFake Detection
di: Li, Yunfei, et al.
Pubblicazione: (2024)

AVA: Inconspicuous Attribute Variation-based Adversarial Attack bypassing DeepFake Detection
di: Meng, Xiangtao, et al.
Pubblicazione: (2023)

Multimodal Models Meet Presentation Attack Detection on ID Documents
di: Villanueva, Marina, et al.
Pubblicazione: (2026)

Dodging DeepFake Detection via Implicit Spatial-Domain Notch Filtering
di: Huang, Yihao, et al.
Pubblicazione: (2020)

Synthetic Art Generation and DeepFake Detection A Study on Jamini Roy Inspired Dataset
di: Agrawal, Kushal, et al.
Pubblicazione: (2025)

DFA-CON: A Contrastive Learning Approach for Detecting Copyright Infringement in DeepFake Art
di: Wahab, Haroon, et al.
Pubblicazione: (2025)

Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics
di: Li, Yuezun, et al.
Pubblicazione: (2025)

Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
di: Liu, Weifeng, et al.
Pubblicazione: (2024)

Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images
di: Amoroso, Roberto, et al.
Pubblicazione: (2023)

Adaptive Equilibrium: Dynamic Weighting Framework for Generalized Interruption of DeepFake Models
di: Zheng, Hongrui, et al.
Pubblicazione: (2026)

Face-D(^2)CL: Multi-Domain Synergistic Representation with Dual Continual Learning for Facial DeepFake Detection
di: Zhang, Yushuo, et al.
Pubblicazione: (2026)

Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images
di: Kong, Jiayi, et al.
Pubblicazione: (2023)

Deep Learning Meets Satellite Images -- An Evaluation on Handcrafted and Learning-based Features for Multi-date Satellite Stereo Images
di: Song, Shuang, et al.
Pubblicazione: (2024)

Handcrafted Feature Fusion for Reliable Detection of AI-Generated Images
di: Nirob, Syed Mehedi Hasan, et al.
Pubblicazione: (2026)