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20202026
most citedDeepfakeBench: A Comprehensive Benchmark of Deepfake Detection

20 citations · 179 across the 97 of their papers we have counts for

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Showing 2025 · cs.CVShow all

8 papers · 2 filters

cs.CV2025

PIA: Deepfake Detection Using Phoneme-Temporal and Identity-Dynamic Analysis

Soumyya Kanti Datta, Tanvi Ranga, Chengzhe Sun +1

The rise of manipulated media has made deepfakes a particularly insidious threat, involving various generative manipulations such as lip-sync modifications, face-swaps, and avatar-…

cs.CV2025

Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics

Yuezun Li, Delong Zhu, Xinjie Cui +1

The rapid advancement of AI technologies has significantly increased the diversity of DeepFake videos circulating online, posing a pressing challenge for \textit{generalizable fore…

cs.CV2025

Tamper-evident Image using JPEG Fixed Points

Zhaofeng Si, Siwei Lyu

An intriguing phenomenon about JPEG compression has been observed since two decades ago- after repeating JPEG compression and decompression, it leads to a stable image that does no…

cs.CV2025

Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies

Soumyya Kanti Datta, Shan Jia, Siwei Lyu

Deepfakes are AI-generated media in which the original content is digitally altered to create convincing but manipulated images, videos, or audio. Among the various types of deepfa…

cs.CV2025

HOIGPT: Learning Long Sequence Hand-Object Interaction with Language Models

Mingzhen Huang, Fu-Jen Chu, Bugra Tekin +10

We introduce HOIGPT, a token-based generative method that unifies 3D hand-object interactions (HOI) perception and generation, offering the first comprehensive solution for caption…

cs.CV2025

Your Text Encoder Can Be An Object-Level Watermarking Controller

Naresh Kumar Devulapally, Mingzhen Huang, Vishal Asnani +3

Invisible watermarking of AI-generated images can help with copyright protection, enabling detection and identification of AI-generated media. In this work, we present a novel appr…

cs.CV2025

Fully AI-Generated Image Detection: Definition, Recent Advances and Challenges

Qijie Xu, Can Wang, Jiawei Chen +2

Recent advances in visual generative models have enabled the creation of highly realistic, fully AI-generated images without relying on real source content. While beneficial for ma…

cs.CV2025

DICE: Distilling Classifier-Free Guidance into Text Embeddings

Zhenyu Zhou, Defang Chen, Can Wang +2

Text-to-image diffusion models are capable of generating high-quality images, but suboptimal pre-trained text representations often result in these images failing to align closely…