twosixlabs / csl

Cooperative Secure Learning
MIT License
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Determine lower bounds on local sensitivity using PGD-style attack on sensitivity calculation #38

Closed davidslater closed 2 years ago

davidslater commented 3 years ago

This can be accomplished by performing a PGD-style attack on each training sample (in a batch). Since this will generate concrete examples, it will provide a lower bound on the local sensitivity for that batch.