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Question :Black Box substitute model implementation #94

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@3ntr0phy

Hello!
I was wondering if the framework has an implementation of the black box surrogate model :) I found it in the old version of it but not the recent.
Thanks

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  1. gwding commented on Jul 19, 2021

    @gwding
    Collaborator

    Could you elaborate a bit on your use case? is bpda something that you are looking for https://github.com/BorealisAI/advertorch/blob/master/advertorch/bpda.py ?

  2. 3ntr0phy commented on Jul 19, 2021

    @3ntr0phy
    Author

    I was thinking about an implementation of this type of attack https://arxiv.org/abs/1602.02697.
    Thank you for the reply !

  3. CaesarQ commented on Jul 23, 2021

    @CaesarQ
    Collaborator

    Hello there, we are indeed planning to extend advertorch's capabilities to work in the black box setting. Stay tuned!

    Presently, we are focused on approaches that use gradient approximations and gradient-free optimization. In the literature, these tend to be more query efficient, and have better success rates. Is there a specific use-case you are working on that requires a surrogate model?

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