torchattacks

v3.5.1

Torchattacks is a PyTorch library that provides adversarial attacks to generate adversarial examples. For more information about how to use this package see README

Latest version published 1 year ago

License: MIT

PyPI

GitHub

Package Health Score

53 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Sustainable

Popularity

Recognized

GitHub Stars: 1.9K
Forks: 352
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package torchattacks, we found that it has been starred 1,904 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Oct 21, 2023
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
4
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MIT

Security Policy

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Maintenance

Inactive

Commit Frequency

Open Issues: 37
Open PR: 3
Last Release: 1 year ago
Last Commit: 11 months ago

Further analysis of the maintenance status of torchattacks based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for torchattacks is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Sustainable

Readme: No
Contributing.md: No
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the torchattacks repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like torchattacks is missing a Code of Conduct.

How about a good first contribution to this project? It seems that torchattacks is missing a README file.

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Package

Python Versions Compatibility: >=3

Age: 5 years
Latest Release: 1 year ago
Dependencies: 6 Direct / 18 Total
Versions: 39
Maintainers: 1
Wheels: OS Independent

Not sure how to use torchattacks?

To help you get started, we've collected the most common ways that torchattacks is being used within popular public projects.

Harry24k / adversairal-attacks-pytorch / torchattacks / attacks / ifgsm.py View on Github

import torch
import torch.nn as nn

from ..attack import Attack

class IFGSM(Attack):
    """
    I-FGSM attack in the paper 'Adversarial Examples in the Physical World'
    [https://arxiv.org/abs/1607.02533]

    Arguments:
        model (nn.Module): a model to attack.
        eps (float): epsilon in the paper. (DEFALUT : 4/255)
        alpha (float): alpha in the paper. (DEFALUT : 1/255)
        iters (int): max iterations. (DEFALUT : 0)
    
    .. note:: With 0 iters, iters will be automatically decided with the formula in the paper.
    """
    def __init__(self, model, eps=4/255, alpha=1/255, iters=0):
        super(IFGSM, self).__init__("IFGSM", model)
        self.eps = eps
        self.alpha = alpha

View more ways to use torchattacks

torchattacks dependencies

numpy requests scipy torch torchvision tqdm

FAQs

What is torchattacks?

Torchattacks is a PyTorch library that provides adversarial attacks to generate adversarial examples. Visit Snyk Advisor to see a full health score report for torchattacks, including popularity, security, maintenance & community analysis.

Is torchattacks popular?

The python package torchattacks receives a total of 1,171 weekly downloads. As such, torchattacks popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is torchattacks well maintained?

We found indications that torchattacks is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is torchattacks safe to use?

While scanning the latest version of torchattacks, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 20 November-2024, at 22:18 (UTC).

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