Posted: May 6, 2022
Last activity: May 17, 2022
Last activity: 17 May 2022 12:18 EDT
ADM Model – Encrypted Predictor Value
We have a requirement to migrate on-prem Pega CDH application to the AWS cloud along with sensitive data encryption.
The CDH application has matured Adaptive (ADM) model which is referring customer sensitive data as one of the predictor value, can you please help me with below questions.
- As per my understanding the ADM predictor value is get stored into the “pr_data_adm_factory” (OOTB) table, can we encrypt the intended customer value which is being used as predictor?
- Is there any impact on the ADM learning if we apply encryption on intended predictor value?
- During which event/process/operation the predictor value is getting referred back by ADM from the table “pr_data_adm_factory” ?
- Is it possible to apply encryption and decryption on intended customer value before and after storing the predictor data into the table “pr_data_adm_factory”? so that ADM can refer plane text predictor value for its BAU processing.
Also please suggest in case there any better alternative to achieve the task. Thank you in advance.
***Edited by Moderator Marije to add Capability tags***