Security and privacy on generative data in aigc: A survey
The advent of artificial intelligence-generated content (AIGC) represents a pivotal moment in
the evolution of information technology. With AIGC, it can be effortless to generate high …
the evolution of information technology. With AIGC, it can be effortless to generate high …
A survey of ai-generated content (aigc)
Recently, Artificial Intelligence Generated Content (AIGC) has gained significant attention
from society, especially with the rise of Generative AI (GAI) techniques such as ChatGPT …
from society, especially with the rise of Generative AI (GAI) techniques such as ChatGPT …
Editguard: Versatile image watermarking for tamper localization and copyright protection
In the era of AI-generated content (AIGC) malicious tampering poses imminent threats to
copyright integrity and information security. Current deep image watermarking while widely …
copyright integrity and information security. Current deep image watermarking while widely …
Copyright protection in generative ai: A technical perspective
Generative AI has witnessed rapid advancement in recent years, expanding their
capabilities to create synthesized content such as text, images, audio, and code. The high …
capabilities to create synthesized content such as text, images, audio, and code. The high …
A watermark-conditioned diffusion model for ip protection
The ethical need to protect AI-generated content has been a significant concern in recent
years. While existing watermarking strategies have demonstrated success in detecting …
years. While existing watermarking strategies have demonstrated success in detecting …
Diagnosis: Detecting unauthorized data usages in text-to-image diffusion models
Recent text-to-image diffusion models have shown surprising performance in generating
high-quality images. However, concerns have arisen regarding the unauthorized data usage …
high-quality images. However, concerns have arisen regarding the unauthorized data usage …
Leveraging optimization for adaptive attacks on image watermarks
Untrustworthy users can misuse image generators to synthesize high-quality deepfakes and
engage in online spam or disinformation campaigns. Watermarking deters misuse by …
engage in online spam or disinformation campaigns. Watermarking deters misuse by …
Gaussian Shading: Provable Performance-Lossless Image Watermarking for Diffusion Models
Ethical concerns surrounding copyright protection and inappropriate content generation
pose challenges for the practical implementation of diffusion models. One effective solution …
pose challenges for the practical implementation of diffusion models. One effective solution …
Safe-sd: Safe and traceable stable diffusion with text prompt trigger for invisible generative watermarking
Z Ma, G Jia, B Qi, B Zhou - Proceedings of the 32nd ACM International …, 2024 - dl.acm.org
Recently, stable diffusion (SD) models have typically flourished in the field of image
synthesis and personalized editing, with a range of photorealistic and unprecedented …
synthesis and personalized editing, with a range of photorealistic and unprecedented …
ProMark: Proactive Diffusion Watermarking for Causal Attribution
Generative AI (GenAI) is transforming creative workflows through the capability to synthesize
and manipulate images via high-level prompts. Yet creatives are not well supported to …
and manipulate images via high-level prompts. Yet creatives are not well supported to …