Giter VIP home page Giter VIP logo

Comments (2)

CHR-ray avatar CHR-ray commented on June 24, 2024

Sorry for confusion, clean_model.pth is actually the clean model trained without backdoor attack. For example, if you want to attack preactresnet18 on cifar10, then the clean_model.pt should be weight of preactresnet18 trained on cifar10.
Here is the link contains many clean_model.pth : https://drive.google.com/drive/folders/1lnCObVBIUTSlLWIBQtfs_zi7W8yuvR-2?usp=share_link

from backdoorbench.

yuefeizaishi avatar yuefeizaishi commented on June 24, 2024

Thank you very much for your response; this project has truly been a great help to me, and I appreciate your work and effort once again!
As mentioned before, I am trying to conduct a new defense research based on your project. In experiments using the ResNet-18 architecture and applied to two different datasets, I have tested seven different backdoor attack methods and achieved some results. However, I believe one of the key challenges in backdoor attack defense is determining whether a model has been implanted with a backdoor. If we cannot accurately determine this, we may need to test various defense methods on clean models to ensure they do not negatively affect clean models. But currently, based on your project, I feel that implementing this test seems somewhat difficult.
I would like to ask if you have any good suggestions or methods to help me complete this experiment? I would be extremely grateful for any guidance!

from backdoorbench.

Related Issues (20)

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.