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Adversarial testing for Pega Adaptive models
Any adversarial testing was done with the PEGA Adaptive models.
If yes, is there any adversarial training and testing data available, to certify that the adaptive models will not show any unwanted behaviour in production when subjected to malacious data.
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Posted: 2 years ago
Updated: 2 years ago
Updated: 3 Aug 2023 5:28 EDT
PEGA
Pegasystems Inc.
NL
Posted: 2 years ago
Areteans
Areteans
SG
@Ivar_Siccama, Thanks for your inputs on this. Will share these details with business and get back if any additional queries.
Regards,
Suman.
@sumanpyneThe executions of the adaptive models are fully controlled by the channels in which the decisioning is applied and they are executed as part of the decision strategies they are embedded in. The inputs of an adaptive model are also not under the control of an end user as the predictors are customer attributes extended with contextual information (this is tabular data and doesn't include for example images), therefore methods to influence the scores would be hard, if not impossible, to explore,
Regards,
Ivar