Questions tagged [adversarial-ml]

The tag has no usage guidance.

Filter by
Sorted by
Tagged with
0 votes
0 answers

Why do object detection model adversarial masks look different from those of image classifiers?

I was messing around to observe the behavior for adversarial attacks on image classifiers, and decided to try it with an object detector as well. I realize that inference time attacks are more complex ...
Soumil Datta's user avatar
0 votes
0 answers

How to work with multiple feature types on autoencoder?

This is my first post here. I am working on an adversarial autoencoder that receives different features, encodes them, and decodes them. For instance, suppose you have a dataset from a large survey ...
Umberto Mignozzetti's user avatar
0 votes
0 answers

the number of class has to be greater than 1 when fitting SVM

I am trying to fit a model using SVM with the Adversarial Robustness Toolbox classifier estimator, but i receive the following error when i try to fit it. ...
james6601's user avatar
0 votes
1 answer

Basic and fundamental papers in Adversarial Attacks with code

I'm looking for basic and fundamental academic papers in Adversarial Attacks or defense. The attack or defense algorithm should be be easy to understand and the code can be found in Python. Where can ...
Avi's user avatar
  • 135
0 votes
1 answer

Connection between GANs and adversarial learning

Is there a connection between: "Adversarial Learning" (AL) and "Generative Adversarial Networks" (GANs)? Is it valid to say that GANs employ AL?
Qwerty's user avatar
  • 1
2 votes
1 answer

Creating adversarial sample against logistic regreession

I performed a binary classification using logistic regression. My goal is the following: I know the coefficient w of the hyperplane equation $y = wTx + b$. What I would like to do is create opposing ...
Majid Az's user avatar
1 vote
0 answers

SAGAN - what is the correct architecture?

Hi, in the original paper the following scheme of the self-attention appears: In a later overview: this scheme appears: ...
Ilya.K.'s user avatar
  • 157
0 votes
1 answer

Could you generate search queries to poison data analysis by a search engine?

A simple problem with search engines is that you have to trust that they will not build a profile of search queries you submit. (Without Tor or e.g. homomorphic encryption, that is.) Suppose we put ...
Christopher Done's user avatar
1 vote
1 answer

Intuitive explanation of Adversarial machine learning

How would you explain Adversarial machine learning in simple layman terms for a non-STEM person? What are the main ideas behind Adversarial machine learning?
Pluviophile's user avatar
  • 3,848