Questions tagged [adversarial-ml]
8 questions
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 instances by disrupting my points so that they…
Majid Az
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1
vote
0 answers
SAGAN - what is the correct architecture?
Hi, in the original paper the following scheme of the self-attention appears:
https://arxiv.org/pdf/1805.08318.pdf
In a later overview:
https://arxiv.org/pdf/1906.01529.pdf
this scheme appears:
referring the original paper.
My understanding more…
Ilya.K.
- 157
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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
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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 together a search engine server with a use policy…
Christopher Done
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- 2
0
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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.
File ~\OneDrive\Documents\ids\cba.py:58 in
classifier.fit(X_train, y_train)
…
0
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0 answers
How are networks that have high gradients and operating in linear regime more vulnerable to adversarial attacks?
At Stanford, the CS230 lecture mentioned that
"high gradients and operating in linear regime more vulnerable to adversarial attacks?"
Can someone explain how?
Video link: https://youtu.be/ANszao6YQuM?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb&t=2726
smsubham
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0
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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 I find such papers?
Avi
- 135
- 7
0
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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
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