Aug 16, 2023 · Specifically, we first explore the enabling technologies, general architecture of AIGC, and discuss its working modes and key characteristics. Then, we investigate the taxonomy of security and privacy threats to AIGC and highlight the ethical and societal implications of GPT and AIGC technologies.

May 25, 2023 · This paper presents an in-depth survey of working principles, security and privacy threats, state-of-the-art solutions, and future challenges of the AIGC paradigm. Specifically, we first explore the enabling technologies, general architecture of AIGC, and discuss its working modes and key characteristics.

AIGC, and discuss its working modes and key characteristics. Then, we investigate the taxonomy of security and privacy threats to AIGC and highlight the ethical and societal implications of GPT and AIGC technologies. Furthermore, we review the state-of-the-art AIGC watermarking approaches for regulatable AIGC paradigms

Generative AI (AIGC, a.k.a AI-generated content) has made headlines with intriguing tools like ChatGPT or DALL-E (Ramesh et al., 2021), suggesting a new era of AI is coming. Under such overwhelming media coverage, the general public are offered many opportunities to have a glimpse of AIGC.

Mar 21, 2023 · After introducing the fundamental techniques, this work focuses on the technological development of various AIGC tasks based on their output type, including text, images, videos, 3D content, etc., which depicts the full potential of ChatGPT's future.

ChatGPT helps you get answers, find inspiration and be more productive. It is free to use and easy to try. Just ask and ChatGPT can help with writing, learning, brainstorming and more.

Mar 21, 2023 · Impressed by the capability of the ChatGPT, many people are wondering about its limits: can GPT-5 (or other future GPT variants) help ChatGPT unify all AIGC tasks for diversified content creation? Toward answering this question, a comprehensive review of existing AIGC tasks is needed.

Mar 31, 2023 · One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era. 1, 1 (March 2022), 29 pages.

Jan 1, 2023 · Study on the history of generative AI and the role of ChatGPT in AIGC, and review on basic concepts and recent advances in AIGC from unimodal & multimodal interactions.

In order to better align AIGC output with human preferences, reinforcement learning from human feedback (RLHF) has been applied to fine-tune models in various applications such as Sparrow, InstructGPT, and ChatGPT (glaese2022improving, ; ouyang_training_2022, ).