Image steganography approaches and their detection strategies: A survey
Steganography is the art and science of hidden (or covered) communication. In digital
steganography, the bits of image, video, audio and text files are tweaked to represent the …
steganography, the bits of image, video, audio and text files are tweaked to represent the …
Lawa: Using latent space for in-generation image watermarking
With generative models producing high quality images that are indistinguishable from real
ones, there is growing concern regarding the malicious usage of AI-generated images …
ones, there is growing concern regarding the malicious usage of AI-generated images …
Advancements and challenges in coverless image steganography: A survey
X **ang, Y Tan, J Qin, Y Tan - Signal Processing, 2024 - Elsevier
Coverless image steganography has emerged as a significant research direction in the field
of steganography in recent years. Unlike traditional image steganography, it does not …
of steganography in recent years. Unlike traditional image steganography, it does not …
Wavmark: Watermarking for audio generation
Recent breakthroughs in zero-shot voice synthesis have enabled imitating a speaker's voice
using just a few seconds of recording while maintaining a high level of realism. Alongside its …
using just a few seconds of recording while maintaining a high level of realism. Alongside its …
Flexible and secure watermarking for latent diffusion model
Since the significant advancements and open-source support of latent diffusion models
(LDMs) in the field of image generation, numerous researchers and enterprises start fine …
(LDMs) in the field of image generation, numerous researchers and enterprises start fine …
Latent watermark: Inject and detect watermarks in latent diffusion space
Watermarking is a tool for actively identifying and attributing the images generated by latent
diffusion models. Existing methods face the dilemma of image quality and watermark …
diffusion models. Existing methods face the dilemma of image quality and watermark …
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 …
When deep learning meets watermarking: A survey of application, attacks and defenses
Deep learning has been used to address various problems in a range of domains within
both academia and industry. However, the issue of intellectual property with deep learning …
both academia and industry. However, the issue of intellectual property with deep learning …
Self-improving diffusion models with synthetic data
The artificial intelligence (AI) world is running out of real data for training increasingly large
generative models, resulting in accelerating pressure to train on synthetic data …
generative models, resulting in accelerating pressure to train on synthetic data …
Learning-based image steganography and watermarking: A survey
K Hu, M Wang, X Ma, J Chen, X Wang… - Expert Systems with …, 2024 - Elsevier
Extensive research has been conducted on image steganography and watermarking
algorithms, owing to their crucial rules in secret data transmission, copyright protection, and …
algorithms, owing to their crucial rules in secret data transmission, copyright protection, and …