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I spent some time looking into utilizing the black-box attacks available in HEART/ART but they seem to still require a model.
For example, the Query Efficient Black Box Attack (https://github.com/I…
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Thank you very much for sharing the SVRE code, I would like to know the results of your experiments on targeted metastatic black box attacks. We have recently produced a Pytorch version of SVRE and e…
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**Algorithm described here**
https://arxiv.org/pdf/1907.05587.pdf
**Implementation**
As a part of engineering thesis I'm implementing this algorithm. In addition, I will provide example usages of…
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Currently, most black-box evasion attacks (except `SquareAttack` from ART 1.7.0 with #1127 provided by @jacobalanbond) contain classification specific code to check if an example candidate is adversar…
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I don't want to try to define what "white/grey/black-box" means once-and-for-all, but I think it would be helpful to specifically say some things that different threat models are definitively *not*.
…
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We want to measure how do black-box attacks do against KRUM and MultiKrum defenses. For reading see the last paragraph of page 9 (of the paper). I am quoting the excerpt:
"Since the black-box attac…
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Title : Simulating Unknown Target Models for Query-Efficient Black-box Attacks
arXiv: https://arxiv.org/abs/2009.00960 (title will be changed in the revised version)
Code: https://github.com/machan…
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I can't think of any evaluation (that wasn't obviously wrong ^1) in the last two years where transfer attacks helped invalidate the robustness claims. At best, transfer attacks can reduce clean accura…
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Could you please tell me the detail of compute Jacodian matrix in Practical Black-Box Attacks against Machine Learning.
Thank you!
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When running `python Setups/Attacks.py --dataset=cifar10 --attack=boby --eps=0.1 --test_size=1 --Adversary_trained=False`
then in Setups/Attacks.py line 338 the variables `lab_` and `tar_` have not b…