Current advances, trends and challenges of machine learning and knowledge extraction: from machine learning to explainable AI
In this short editorial we present some thoughts on present and future trends in Artificial
Intelligence (AI) generally, and Machine Learning (ML) specifically. Due to the huge ongoing …
Intelligence (AI) generally, and Machine Learning (ML) specifically. Due to the huge ongoing …
An overview of digital video watermarking
The illegal distribution of a digital movie is a common and significant threat to the film
industry. With the advent of high-speed broadband Internet access, a pirated copy of a …
industry. With the advent of high-speed broadband Internet access, a pirated copy of a …
Untargeted backdoor watermark: Towards harmless and stealthy dataset copyright protection
Y Li, Y Bai, Y Jiang, Y Yang… - Advances in Neural …, 2022 - proceedings.neurips.cc
Deep neural networks (DNNs) have demonstrated their superiority in practice. Arguably, the
rapid development of DNNs is largely benefited from high-quality (open-sourced) datasets …
rapid development of DNNs is largely benefited from high-quality (open-sourced) datasets …
Attributing fake images to gans: Learning and analyzing gan fingerprints
Abstract Recent advances in Generative Adversarial Networks (GANs) have shown
increasing success in generating photorealistic images. But they also raise challenges to …
increasing success in generating photorealistic images. But they also raise challenges to …
Protecting intellectual property of deep neural networks with watermarking
Deep learning technologies, which are the key components of state-of-the-art Artificial
Intelligence (AI) services, have shown great success in providing human-level capabilities …
Intelligence (AI) services, have shown great success in providing human-level capabilities …
Enhancing security and privacy in biometrics-based authentication systems
Because biometrics-based authentication offers several advantages over other
authentication methods, there has been a significant surge in the use of biometrics for user …
authentication methods, there has been a significant surge in the use of biometrics for user …
Quantization index modulation: A class of provably good methods for digital watermarking and information embedding
B Chen, GW Wornell - IEEE Transactions on Information theory, 2001 - ieeexplore.ieee.org
We consider the problem of embedding one signal (eg, a digital watermark), within another"
host" signal to form a third," composite" signal. The embedding is designed to achieve …
host" signal to form a third," composite" signal. The embedding is designed to achieve …
A steganographic method for images by pixel-value differencing
A new and efficient steganographic method for embedding secret messages into a gray-
valued cover image is proposed. In the process of embedding a secret message, a cover …
valued cover image is proposed. In the process of embedding a secret message, a cover …
Lossless generalized-LSB data embedding
We present a novel lossless (reversible) data-embedding technique, which enables the
exact recovery of the original host signal upon extraction of the embedded information. A …
exact recovery of the original host signal upon extraction of the embedded information. A …
Multimedia watermarking techniques
Multimedia watermarking technology has evolved very quickly during the last few years. A
digital watermark is information that is imperceptibly and robustly embedded in the host data …
digital watermark is information that is imperceptibly and robustly embedded in the host data …