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 …
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 …
Attacks and defenses for generative diffusion models: A comprehensive survey
Diffusion models (DMs) have achieved state-of-the-art performance on various generative
tasks such as image synthesis, text-to-image, and text-guided image-to-image generation …
tasks such as image synthesis, text-to-image, and text-guided image-to-image generation …
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 …
Simac: A simple anti-customization method for protecting face privacy against text-to-image synthesis of diffusion models
Despite the success of diffusion-based customization methods on visual content creation
increasing concerns have been raised about such techniques from both privacy and political …
increasing concerns have been raised about such techniques from both privacy and political …
Create your world: Lifelong text-to-image diffusion
Text-to-image generative models can produce diverse high-quality images of concepts with
a text prompt, which have demonstrated excellent ability in image generation, image …
a text prompt, which have demonstrated excellent ability in image generation, image …
Prompt Stealing Attacks Against {Text-to-Image} Generation Models
Text-to-Image generation models have revolutionized the artwork design process and
enabled anyone to create high-quality images by entering text descriptions called prompts …
enabled anyone to create high-quality images by entering text descriptions called prompts …
Rethinking the invisible protection against unauthorized image usage in stable diffusion
Advancements in generative AI models like Stable Diffusion, DALL· E 2, and Midjourney
have revolutionized digital creativity, enabling the generation of authentic-looking images …
have revolutionized digital creativity, enabling the generation of authentic-looking images …
EditShield: Protecting Unauthorized Image Editing by Instruction-Guided Diffusion Models
Text-to-image diffusion models have emerged as an evolutionary for producing creative
content in image synthesis. Based on the impressive generation abilities of these models …
content in image synthesis. Based on the impressive generation abilities of these models …
Prompt-agnostic adversarial perturbation for customized diffusion models
Diffusion models have revolutionized customized text-to-image generation, allowing for
efficient synthesis of photos from personal data with textual descriptions. However, these …
efficient synthesis of photos from personal data with textual descriptions. However, these …