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Fakeshield: Explainable image forgery detection and localization via multi-modal large language models
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 …
content creation but also makes image manipulation easier and more difficult to detect …
Resvr: Joint rescaling and viewport rendering of omnidirectional images
With the advent of virtual reality technology, omnidirectional image (ODI) rescaling
techniques are increasingly embraced to reduce transmitted and stored file sizes while …
techniques are increasingly embraced to reduce transmitted and stored file sizes while …
Gs-hider: Hiding messages into 3d gaussian splatting
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 …
fields of 3D scene reconstruction and novel view synthesis. Given that training a 3DGS …
Proactive schemes: A survey of adversarial attacks for social good
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 …
by introducing subtle perturbations to input data, often leading to incorrect predictions or …
Diffusion-based hierarchical image steganography
This paper introduces Hierarchical Image Steganography, a novel method that enhances
the security and capacity of embedding multiple images into a single container using …
the security and capacity of embedding multiple images into a single container using …
Protect-your-ip: Scalable source-tracing and attribution against personalized generation
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 …
resembling existing content, heightening the risk of violating portrait rights and intellectual …
OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation
As virtual reality gains popularity, the demand for controllable creation of immersive and
dynamic omnidirectional videos (ODVs) is increasing. While previous text-to-ODV …
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
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 …
(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
The proliferation of AI-generated media poses significant challenges to information
authenticity and social trust, making reliable detection methods highly demanded. Methods …
authenticity and social trust, making reliable detection methods highly demanded. Methods …
SecureSpectra: Safeguarding Digital Identity from Deep Fake Threats via Intelligent Signatures
Advancements in DeepFake (DF) audio models pose a significant threat to voice
authentication systems, leading to unauthorized access and the spread of misinformation …
authentication systems, leading to unauthorized access and the spread of misinformation …