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zangobot avatar zangobot commented on May 27, 2024 1

Good day!
The gradient-based attacks only supports end-to-end differentiable networks, since gradient is mapped to each byte of the input model. By shadow classifier, do you mean a differentiable surrogate of the target? If yes, if such surrogate is end-to-end differentiable or partially, you can still use the given code (provided that is also using an embedding).

In previous versions of secml, that trick was needed to instantiate an attack (since the surrogate model was needed).

If you improve the library, please consider to push a pull request, it would be awesome!

from secml_malware.

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