Comments (4)
Hi @a7b23,
I did not have time to convert my CW attack implementation from a mess of Jupyter Notebooks into proper code for this repository. I suggest using the Cleverhans repository, which has a very nice, clean implementation of the CW L2 attack. See "CarliniWagnerL2" class here: https://github.com/tensorflow/cleverhans/blob/master/cleverhans/attacks.py
from detecting-adversarial-samples.
If anyone would like to contribute to this repository and add the Carlini & Wagner L2 attack here, it would be greatly appreciated.
from detecting-adversarial-samples.
Hi Reuben, nice work here!
My code for ICLR 2018 paper "Characterizing adversarial subspaces using local intrinsic dimensionality", has included the BU, KD measures along with the CW attack (and other attacks). I used your code for BU and KD, and have provided a reference link to this repository. https://github.com/xingjunm/lid_adversarial_subspace_detection
from detecting-adversarial-samples.
@xingjunm thank you for using our code and for referencing the repository. At the moment, I don't have time to update this repository with your CW attack code, but I appreciate the pointer and may use it in the future. If you'd like to submit a PR, I'd be happy to review.
from detecting-adversarial-samples.
Related Issues (5)
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 detecting-adversarial-samples.