tapas.report.report
Classes to produce reports summarising the success of attacks.
Reports combine several attack summaries together to produce a more comprehensive picture of the robustness of a generator against attacks.
Classes
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Report for an Attribute Inference Attack for binary attributes. |
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Report and visualise the results of a series of label-inference attacks with binary target. |
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Estimate the effective epsilon of a generator from a library of attacks. |
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Report for a Membership Inference Attack. |
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Report the Receiver Operating Characteristic curves for several attacks. |
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A report groups together the outputs of a range of attacks, potentially in different threat models (dataset etc), and summarises the output of these attacks in a concise and useful way. |