secml
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pralab
A Python library for Secure and Explainable Machine Learning
I am using the CAttackPoisoningSVM attack on a Drebin dataset and looking at the poison dataset that results from the adv_xc returned from the run method. I am looking to...
(Summarize the bug encountered concisely) > Instantiation of AdamOptimizer in fb_cw_attack.py is missing one required argument ('stepsize'). ### Steps to reproduce > Sequential run of the '15-Foolbox.ipynb' notebook ### [optional]...
### Steps to reproduce ```python import secml from secml.adv.attacks import CFoolboxPGDLinf ``` ### [optional] What is the expected *correct* behavior? It should correctly import the attack, but the class can...
If I want to poison datasets(not evasion attacks) such as MNIST and CIFAR-10 how should I use the CAttackPoisoningSVM() for poisoning MNIST dataset then store the poisoned dataset and evaluate...
(Summarize the improvement to be developed.) ### Implementation plan (Describe the implementation details including code snippets if applicable. Use code blocks (```) to make snippets properly readable.)
Hi im wondering are there any attacks that i can run for Android Malware Detection with Drebin like the tutorial ? It would be helpful if you could show me...
I am trying to poison a multiclass dataset, however, whichever poisoning strategy I use I get an error that looks like this: ```python ValueError: The data (x,y) has more than...
## Change log - Updates the default values used for initialization of poisoning/evasion attack classes to match the ones provided in the documentation.
