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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 …
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 …
[PDF][PDF] Audiomarkbench: Benchmarking robustness of audio watermarking
The increasing realism of synthetic speech, driven by advancements in text-tospeech
models, raises ethical concerns regarding impersonation and disinformation. Audio …
models, raises ethical concerns regarding impersonation and disinformation. Audio …
U Can't Gen This? A Survey of Intellectual Property Protection Methods for Data in Generative AI
Large Generative AI (GAI) models have the unparalleled ability to generate text, images,
audio, and other forms of media that are increasingly indistinguishable from human …
audio, and other forms of media that are increasingly indistinguishable from human …
GROOT: Generating Robust Watermark for Diffusion-Model-Based Audio Synthesis
Amid the burgeoning development of generative models like diffusion models, the task of
differentiating synthesized audio from its natural counterpart grows more daunting …
differentiating synthesized audio from its natural counterpart grows more daunting …
SoK: Watermarking for AI-Generated Content
As the outputs of generative AI (GenAI) techniques improve in quality, it becomes
increasingly challenging to distinguish them from human-created content. Watermarking …
increasingly challenging to distinguish them from human-created content. Watermarking …
HiFi-GANw: Watermarked Speech Synthesis Via Fine-Tuning of HiFi-GAN
Advancements in speech synthesis technology bring generated speech closer to natural
human voices, but they also introduce a series of potential risks, such as the dissemination …
human voices, but they also introduce a series of potential risks, such as the dissemination …
WMCodec: End-to-End Neural Speech Codec with Deep Watermarking for Authenticity Verification
Recent advances in speech spoofing necessitate stronger verification mechanisms in neural
speech codecs to ensure authenticity. Current methods embed numerical watermarks before …
speech codecs to ensure authenticity. Current methods embed numerical watermarks before …
AVSecure: An Audio-Visual Watermarking Framework for Proactive Deepfake Detection
The rise of Deepfake technology presents a significant challenge to the integrity of
information. Most existing Deepfake detection methods rely on visual artifacts to distinguish …
information. Most existing Deepfake detection methods rely on visual artifacts to distinguish …
Perception-Aware Attack Against Music Copyright Detection: Impacts and Defenses
Recently, adversarial machine learning attacks have posed serious security threats against
practical audio signal classification systems, including speech recognition, speaker …
practical audio signal classification systems, including speech recognition, speaker …