Giter VIP home page Giter VIP logo

watermark's Introduction

Primary Key Free Watermarking

Environment

  • The code is developed using python 3.9 on Ubuntu 20.04.5 LTS.
  • Install dependencies: pip install -r requirements.txt

Watermark-Removing Attacks

  • Run scripts in ~/attack_channel/*.py to attack.
  • Details of attack related parameters can be found at args_parse, --help in each ~/attack_channel/*.py file.

Watermark Embedding

  • Run python ./embed.py to embed the watermark into dataset.
  • The user has the flexibility to customize various parameters, including the number of columns in which to embed the watermark, the secret key, and the number of watermarked datasets, etc. Details of related settings and parameters can be found at args_parse, --help in embed.py.
  • Watermarked datasets are saved by default in the folder ./experiments/exp_tag/dataset/embed/wm_datasets
  • Secret keys are saved by default in the folder ./experiments/exp_tag/dataset/embed/storedkeys

Watermark Detection

  • Run python ./detect.py to detect the watermark from a suspicious dataset.
  • Details of related settings and parameters can be found at args_parse, --help in detect.py.
  • Watermark detection results are saved by default in the folder ./experiments/exp_tag/dataset/extract

Quick Start

  • Run bash ./fct_robust_ans_bash_run.sh to conduct watermark embedding, watermark-removing attacks and watermark detection for dataset FCT.
  • Run bash ./gsad_robust_ans_bash_run.sh to conduct watermark embedding, watermark-removing attacks and watermark detection for dataset GSAD.

watermark's People

Contributors

celia0971 avatar

Watchers

avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.