- Adversarial Attacks to Prevent Watermark Removal🔍
- Watermark Vaccine🔍
- The code for ECCV2022 🔍
- Adversarial Attack for Robust Watermark Protection Against ...🔍
- Universal Adversarial Perturbations for Watermark Protection🔍
- Box|Free Model Watermarks Are Prone to Black|Box Removal Attacks🔍
- An efficient adversarial watermarking attack based on multiple initial ...🔍
- Must Learn AI Security Part 21🔍
Adversarial Attacks to Prevent Watermark Removal
Adversarial Attacks to Prevent Watermark Removal - arXiv
We actually optimize an imperceptible adversarial perturbation on the host images to proactively attack against watermark-removal networks, dubbed Watermark ...
Adversarial Attacks to Prevent Watermark Removal
The current blind watermark-removal technique, such as. WDNet[32], can effectively remove the watermarks (top). When the host images are equipped with ...
Adversarial Attacks to Prevent Watermark Removal - SpringerLink
We actually optimize an imperceptible adversarial perturbation on the host images to proactively attack against watermark-removal networks, dubbed Watermark ...
Adversarial Attacks to Prevent Watermark Removal - Semantic Scholar
Inspired by the vulnerability of DNNs on adversarial perturbations, a novel defence mechanism by adversarial machine learning for good is proposed, ...
Watermark Vaccine: Adversarial Attacks to ... - ACM Digital Library
Such watermark-removal techniques pose a great threat to the ownership of images. Inspired by the vulnerability of DNNs on adversarial perturbations, we propose ...
The code for ECCV2022 (Watermark Vaccine - GitHub
The code is the implementation of the paper Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal. · This paper has been received by ECCV 2020.
Adversarial Attacks to Prevent Watermark Removal
This document supplements paper Watermark Vaccine: Ad- versarial Attacks to Prevent Watermark by providing theoretically anal- ysis, dataset details, additional ...
Adversarial Attack for Robust Watermark Protection Against ...
Since inpainting-based removers and blind watermark removers exploit information in different regions of an image to perform removal, we propose ...
Adversarial Attacks to Prevent Watermark Removal - arxiv-sanity
Unfortunately, these watermarks are proven to be vulnerable to removal attacks even like fine-tuning. To further explore this vulnerability, we investigate the ...
Adversarial Attacks to Prevent Watermark Removal - ResearchGate
From the perspective of the adversary, blind watermark-removal networks can be posed as our target models; then we actually optimize an imperceptible ...
Universal Adversarial Perturbations for Watermark Protection
Watermarking techniques have been subject to attacks by malicious actors who attempt to remove or alter the wa- termark, making it difficult to protect the ...
Adversarial Attacks to Prevent Watermark Removal - OUCI
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal ... Authors: Xinwei Liu; Jian Liu; Yang Bai; Jindong Gu; Tao Chen; Xiaojun Jia; Xiaochun Cao ...
Adversarial Attacks to Prevent Watermark Removal - ResearchGate
Request PDF | Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal | As a common security tool, visible watermarking has been widely applied ...
Box-Free Model Watermarks Are Prone to Black-Box Removal Attacks
However, in this paper, we reveal that box-free model watermarking is prone to removal attacks, even under the real-world threat model such that ...
An efficient adversarial watermarking attack based on multiple initial ...
This paper proposes a new method for adversarial attacks through watermarking. Our goal is to leverage the properties of adversarial samples to prevent people's ...
Must Learn AI Security Part 21: Watermark Removal Attacks Against AI
Adversarial attacks: These attacks involve adding noise or manipulating the input to the watermark detection algorithm so that it fails to ...
Watermarking-based Defense against Adversarial Attacks on Deep ...
Abstract: The vulnerability of deep neural networks to adversarial attacks has posed significant threats to real-world applications, ...
Watermarking-based Defense against Adversarial Attacks on Deep ...
Bit-depth reduction performs a type of quantization to squeeze image features that can possibly remove small adversarial perturbations; we reduce the images to ...
A Simple yet Effective Watermark Removal Attack for DNN Models
Another strategy is to directly remove the watermarks via model transformation. Although most watermarking solu- tions claim to be robust against various model ...
A Watermarking-Based Framework for Protecting Deep Image ...
classifiers against adversarial attacks. The proposed frame- work consists of a watermark encoder, a possible adversary, and a detector followed by a deep ...