Project of "Unity is strength: improving the detection of adversarial examples with ensemble approaches".

Project of "Unity is strength: improving the detection of adversarial examples with ensemble approaches".

Code walkthrough

• attacks contains the attack used for the Hard Transfer Attack setting.
• exad contains the code implementing the ExAD adversarial detector.
• maha_experiments contains the ENAD detector pipeline starting from the Mahalanobis detector code (link).
• pre_computed contains the precomputed hyperparameters for the OCSVM detector defined for ENAD experimental results.