athena
TextAttack
athena | TextAttack | |
---|---|---|
1 | 3 | |
42 | 2,761 | |
- | 1.6% | |
0.0 | 8.3 | |
over 2 years ago | about 1 month ago | |
Python | Python | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
athena
-
How to Put Out Democracy’s Dumpster Fire: Our democratic habits have been killed off by an internet kleptocracy that profits from disinformation, polarization, and rage. Here’s how to fix that.
While users could bookmark algorithms for use anywhere on reddit, the default sorting mode for a subreddit would be established by an ensemble of the algorithms, weighted by the usage of the those algorithms on that subreddit. Such a system could be robust against bot attacks, as an adversary must defeat not one algorithm, but the majority of algorithms used (see Athena: "A Framework for Defending Machine Learning Systems Against Adversarial Attacks").
TextAttack
-
Preprocessing methods besides stop words, regular expressions, lemmatization and stemming for an NLP classification problem
Could have a look at what's available in the augmentor here https://github.com/QData/TextAttack. I'm not experienced with NLP so I may be way off here
-
TextAttack VS OpenAttack - a user suggested alternative
2 projects | 6 Jul 2022
-
[D] Advanced Takeaways from fast.ai book
Text data augmentation - negate words, replace words with similes, perturb word embeddings (nice github repo for this)
What are some alternatives?
fawkes - Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
TextFooler - A Model for Natural Language Attack on Text Classification and Inference
faceswap - Deepfakes Software For All
adversarial-robustness-toolbox - Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]
OpenAttack - An Open-Source Package for Textual Adversarial Attack.
auto-attack - Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
KitanaQA - KitanaQA: Adversarial training and data augmentation for neural question-answering models
advertorch - A Toolbox for Adversarial Robustness Research
AIJack - Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
alpha-beta-CROWN - alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, and 2023)