Unlearnable-Examples | Unlearnable Examples : Making Personal Data Unexploitable
kandi X-RAY | Unlearnable-Examples Summary
kandi X-RAY | Unlearnable-Examples Summary
Unlearnable-Examples is a Python library. Unlearnable-Examples has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.
Code for ICLR2021 Spotlight Paper "Unlearnable Examples: Making Personal Data Unexploitable " by Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang.
Code for ICLR2021 Spotlight Paper "Unlearnable Examples: Making Personal Data Unexploitable " by Hanxun Huang, Xingjun Ma, Sarah Monazam Erfani, James Bailey, Yisen Wang.
Support
Quality
Security
License
Reuse
Support
Unlearnable-Examples has a low active ecosystem.
It has 27 star(s) with 2 fork(s). There are 3 watchers for this library.
It had no major release in the last 6 months.
There are 0 open issues and 1 have been closed. On average issues are closed in 1 days. There are no pull requests.
It has a neutral sentiment in the developer community.
The latest version of Unlearnable-Examples is current.
Quality
Unlearnable-Examples has 0 bugs and 0 code smells.
Security
Unlearnable-Examples has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
Unlearnable-Examples code analysis shows 0 unresolved vulnerabilities.
There are 0 security hotspots that need review.
License
Unlearnable-Examples does not have a standard license declared.
Check the repository for any license declaration and review the terms closely.
Without a license, all rights are reserved, and you cannot use the library in your applications.
Reuse
Unlearnable-Examples releases are not available. You will need to build from source code and install.
Build file is available. You can build the component from source.
Installation instructions, examples and code snippets are available.
Top functions reviewed by kandi - BETA
kandi has reviewed Unlearnable-Examples and discovered the below as its top functions. This is intended to give you an instant insight into Unlearnable-Examples implemented functionality, and help decide if they suit your requirements.
- Train and evaluate the model
- Add a file handler
- Return the number of classification for a given dataset
- Get a trained model
- Sample a model - wise perturbation
- Min - attack minimization
- Evaluate sample - wise perturbation
- Performs min - max attack
- Generate policy decoder
- Augment the list of images
- Perform the forward computation
- Setup a logger
- Add a file handler to logger
- Calculate the padding value for the given padding
- Evaluate a GPD white box
- Load model results
- Load pretrained model weights
- Forward a file from src_fd to dst_stream
- Augment list of all oeprations
- Autocomplete for autaug
- Forward the convolution layer
- Execute a command
- Universal perturbation model
- Evaluate a TFA
- Compute the Convolution layer
- Execute a function on multiple threads
- Forward computation
- Download the tarball
Get all kandi verified functions for this library.
Unlearnable-Examples Key Features
No Key Features are available at this moment for Unlearnable-Examples.
Unlearnable-Examples Examples and Code Snippets
No Code Snippets are available at this moment for Unlearnable-Examples.
Community Discussions
No Community Discussions are available at this moment for Unlearnable-Examples.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install Unlearnable-Examples
In the notebook, you can find the minimal implementation for generating sample-wise unlearnable examples on CIFAR-10. Please remove mlconfig from models/__init__.py if you only using the notebook and copy paste the model to the notebook.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
Find more information at:
Reuse Trending Solutions
Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items
Find more librariesStay Updated
Subscribe to our newsletter for trending solutions and developer bootcamps
Share this Page