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Robustness and Generalizability of Deepfake Detection: A Study with
  Diffusion Models

Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models

5 September 2023
Haixu Song
Shiyu Huang
Yinpeng Dong
Weijuan Tu
ArXivPDFHTML

Papers citing "Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models"

9 / 9 papers shown
Title
GM-DF: Generalized Multi-Scenario Deepfake Detection
GM-DF: Generalized Multi-Scenario Deepfake Detection
Yingxin Lai
Zitong Yu
Jing Yang
Bin Li
Xiangui Kang
Linlin Shen
24
7
0
28 Jun 2024
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark
Li Lin
Santosh
Xin Eric Wang
Shu Hu
Shu Hu
EGVM
81
10
0
02 Jun 2024
Detecting Multimedia Generated by Large AI Models: A Survey
Detecting Multimedia Generated by Large AI Models: A Survey
Li Lin
Neeraj Gupta
Yue Zhang
Hainan Ren
Chun-Hao Liu
Feng Ding
Xin Eric Wang
X. Li
Luisa Verdoliva
Shu Hu
75
56
0
22 Jan 2024
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations
Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations
Mushfiqur Rahman
Runze Liu
Chau-Wai Wong
Huaiyu Dai
34
0
0
13 Dec 2023
Deepfake: Definitions, Performance Metrics and Standards, Datasets and
  Benchmarks, and a Meta-Review
Deepfake: Definitions, Performance Metrics and Standards, Datasets and Benchmarks, and a Meta-Review
Enes ALTUNCU
V. N. Franqueira
Shujun Li
14
11
0
21 Aug 2022
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in
  Frequency Domain
Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain
Honggu Liu
Xiaodan Li
Wenbo Zhou
YueFeng Chen
Yuan He
Hui Xue
Weiming Zhang
Nenghai Yu
CVBM
157
357
0
02 Mar 2021
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection
WildDeepfake: A Challenging Real-World Dataset for Deepfake Detection
Bojia Zi
Minghao Chang
Jingjing Chen
Xingjun Ma
Yu-Gang Jiang
CVBM
80
370
0
05 Jan 2021
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics
Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics
Yuezun Li
Xin Yang
Pu Sun
H. Qi
Siwei Lyu
135
1,037
0
27 Sep 2019
A Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
Tero Karras
S. Laine
Timo Aila
262
10,320
0
12 Dec 2018
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