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Improve and distribute robustness synthesizer and helper functions#45

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suhacker1 merged 4 commits intotrailofbits:masterfrom
suhacker1:master
Oct 22, 2020
Merged

Improve and distribute robustness synthesizer and helper functions#45
suhacker1 merged 4 commits intotrailofbits:masterfrom
suhacker1:master

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Closes #5

I replaced the current HopSkipJump function and added new resources to the README. The set_evasion_model was moved to the utils section instead of the m_inference folder. This PR properly distributes the robustness helper functions and removes a large performance bottleneck in the original function. Research needs to be done to optimally initialize the HopSkipJump parameters.

Update README

test

Remove adv test

Link to blog post

Remove swp file

Update README and hopskipjump

Update README
@suhacker1 suhacker1 added extraction Related to model extraction attacks backend Backend improvements; may not directly impact user experience labels Oct 22, 2020
@suhacker1 suhacker1 merged commit ce663f3 into trailofbits:master Oct 22, 2020
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backend Backend improvements; may not directly impact user experience extraction Related to model extraction attacks

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Distribute robustness metrics between extraction and membership inference

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