Fakeshield: Explainable image forgery detection and localization via multi-modal large language models

Z Xu, X Zhang, R Li, Z Tang, Q Huang… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid development of generative AI is a double-edged sword, which not only facilitates
content creation but also makes image manipulation easier and more difficult to detect …

Resvr: Joint rescaling and viewport rendering of omnidirectional images

W Li, S Zhao, B Chen, X Cheng, J Li, L Zhang… - Proceedings of the …, 2024 - dl.acm.org
With the advent of virtual reality technology, omnidirectional image (ODI) rescaling
techniques are increasingly embraced to reduce transmitted and stored file sizes while …

Gs-hider: Hiding messages into 3d gaussian splatting

X Zhang, J Meng, R Li, Z Xu, Y Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
3D Gaussian Splatting (3DGS) has already become the emerging research focus in the
fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …

Proactive schemes: A survey of adversarial attacks for social good

V Asnani, X Yin, X Liu - arxiv preprint arxiv:2409.16491, 2024 - arxiv.org
Adversarial attacks in computer vision exploit the vulnerabilities of machine learning models
by introducing subtle perturbations to input data, often leading to incorrect predictions or …

Diffusion-based hierarchical image steganography

Y Xu, X Zhang, J Yu, C Mou, X Meng… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper introduces Hierarchical Image Steganography, a novel method that enhances
the security and capacity of embedding multiple images into a single container using …

Protect-your-ip: Scalable source-tracing and attribution against personalized generation

R Li, X Zhang, Z Xu, Y Zhang, J Zhang - arxiv preprint arxiv:2405.16596, 2024 - arxiv.org
With the advent of personalized generation models, users can more readily create images
resembling existing content, heightening the risk of violating portrait rights and intellectual …

OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation

W Li, S Zhao, C Mou, X Sheng, Z Zhang… - arxiv preprint arxiv …, 2024 - arxiv.org
As virtual reality gains popularity, the demand for controllable creation of immersive and
dynamic omnidirectional videos (ODVs) is increasing. While previous text-to-ODV …

SoK: On the Role and Future of AIGC Watermarking in the Era of Gen-AI

K Ren, Z Yang, L Lu, J Liu, Y Li, J Wan, X Zhao… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid advancement of AI technology, particularly in generating AI-generated content
(AIGC), has transformed numerous fields, eg, art video generation, but also brings new risks …

Survey on AI-Generated Media Detection: From Non-MLLM to MLLM

Y Zou, P Li, Z Li, H Huang, X Cui, X Liu… - arxiv preprint arxiv …, 2025 - arxiv.org
The proliferation of AI-generated media poses significant challenges to information
authenticity and social trust, making reliable detection methods highly demanded. Methods …

SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures

O Baser, K Kale, SP Chinchali - arxiv preprint arxiv:2407.00913, 2024 - arxiv.org
Advancements in DeepFake (DF) audio models pose a significant threat to voice
authentication systems, leading to unauthorized access and the spread of misinformation …