Comments (2)
Hello,
-
Q: "Which data should I use to train the poisoned model?"
A: One thing I want to mention first is that, BPP is a training-controllable attack, which means if you want to train the model with "backdoor train data" like a data poisoning method is NOT correct. You should use the bpp script instead.
We give the "backdoor train data" is just to mimic other data poisoning method, such that for the following defense methods, which need backdoored training data, can run without error. -
Q:"which you are offering, contains too much backdoor train data (>num_total_train_datapoisoning_ratio), and what is the role of cross_test_data folder(the amount of cross_test_data equals to num_total_train_datapoisoning_ratio)"
A:From bpp script programmer:"Since VRAM may not be enough for large dataset, I saved all backdoored version for all samples." , "cross_test_data is for testing, which check that if each picture's trigger only works for that picture"
from backdoorbench.
Thank you very much!
from backdoorbench.
Related Issues (20)
- the data of leaderboard(asr of blended to nad) HOT 2
- Attack my own datasets made with videos. HOT 1
- Errors when we execute shell script
- LC attack source HOT 1
- missing resource
- Cannot generate poison data in SSBA algorithm HOT 5
- can not generate trigger for low frequency attack HOT 2
- Target Class of Label-Consistent in the Google Drive
- 您好,很敬佩该工作对于后门攻击的总结。 想请问下为什么 v1 里的 ft_attack 频域后门攻击 在v2 里被移除了呢
- How to use this library in an incremental manner? HOT 1
- Implementation issue with ANP HOT 3
- Poison Index Selection - Clean label case HOT 3
- Backdoor OneDrive Access Unavailable HOT 5
- About Missing Clean Model for TrojanNN Attack Implementation HOT 2
- RuntimeError: DataLoader worker (pid(s) 35464) exited unexpectedly HOT 1
- How can i use the Vit model.pt ? HOT 1
- can not generate trigger using low frequency attack for resnet18 HOT 1
- low test acc in the lira attack experimental HOT 1
- Is there an error in the calculation of outlier score in spectral.py HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
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.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from backdoorbench.