[PDF][PDF] The age of synthetic realities: Challenges and opportunities

JP Cardenuto, J Yang, R Padilha… - … on Signal and …, 2023 - nowpublishers.com
Synthetic realities are digital creations or augmentations that are contextually generated
through the use of Artificial Intelligence (AI) methods, leveraging extensive amounts of data …

Identifying and mitigating the security risks of generative ai

C Barrett, B Boyd, E Bursztein, N Carlini… - … and Trends® in …, 2023 - nowpublishers.com
Every major technical invention resurfaces the dual-use dilemma—the new technology has
the potential to be used for good as well as for harm. Generative AI (GenAI) techniques, such …

A survey on ChatGPT: AI-generated contents, challenges, and solutions

Y Wang, Y Pan, M Yan, Z Su… - IEEE Open Journal of the …, 2023 - ieeexplore.ieee.org
With the widespread use of large artificial intelligence (AI) models such as ChatGPT, AI-
generated content (AIGC) has garnered increasing attention and is leading a paradigm shift …

Self-consuming generative models go mad

S Alemohammad, J Casco-Rodriguez, L Luzi… - arXiv preprint arXiv …, 2023 - arxiv.org
Seismic advances in generative AI algorithms for imagery, text, and other data types has led
to the temptation to use synthetic data to train next-generation models. Repeating this …

A recipe for watermarking diffusion models

Y Zhao, T Pang, C Du, X Yang, NM Cheung… - arXiv preprint arXiv …, 2023 - arxiv.org
Diffusion models (DMs) have demonstrated advantageous potential on generative tasks.
Widespread interest exists in incorporating DMs into downstream applications, such as …

Editguard: Versatile image watermarking for tamper localization and copyright protection

X Zhang, R Li, J Yu, Y Xu, W Li… - Proceedings of the …, 2024 - openaccess.thecvf.com
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 …

Tree-rings watermarks: Invisible fingerprints for diffusion images

Y Wen, J Kirchenbauer, J Geiping… - Advances in Neural …, 2024 - proceedings.neurips.cc
Watermarking the outputs of generative models is a crucial technique for tracing copyright
and preventing potential harm from AI-generated content. In this paper, we introduce a novel …

Evading watermark based detection of AI-generated content

Z Jiang, J Zhang, NZ Gong - Proceedings of the 2023 ACM SIGSAC …, 2023 - dl.acm.org
A generative AI model can generate extremely realistic-looking content, posing growing
challenges to the authenticity of information. To address the challenges, watermark has …

Seamless: Multilingual Expressive and Streaming Speech Translation

L Barrault, YA Chung, MC Meglioli, D Dale… - arXiv preprint arXiv …, 2023 - arxiv.org
Large-scale automatic speech translation systems today lack key features that help machine-
mediated communication feel seamless when compared to human-to-human dialogue. In …

Audiobox: Unified audio generation with natural language prompts

A Vyas, B Shi, M Le, A Tjandra, YC Wu, B Guo… - arXiv preprint arXiv …, 2023 - arxiv.org
Audio is an essential part of our life, but creating it often requires expertise and is time-
consuming. Research communities have made great progress over the past year advancing …