| CPC G06Q 10/10 (2013.01) [G06F 9/44505 (2013.01); G06F 9/54 (2013.01); G06F 9/547 (2013.01); G06F 16/258 (2019.01); G06F 16/9558 (2019.01); G06F 16/9562 (2019.01); G06F 18/24 (2023.01); G06F 21/53 (2013.01); G06F 21/602 (2013.01); G06F 21/604 (2013.01); G06F 21/6227 (2013.01); G06F 21/6245 (2013.01); G06F 40/103 (2020.01); G06F 40/174 (2020.01); G06F 40/18 (2020.01); G06N 3/02 (2013.01); G06N 5/025 (2013.01); G06N 20/00 (2019.01); G06Q 20/382 (2013.01); G06Q 20/4014 (2013.01); G06Q 30/0185 (2013.01); G06Q 30/0206 (2013.01); G06Q 30/0601 (2013.01); G06Q 30/0613 (2013.01); G06Q 30/0619 (2013.01); G06Q 30/0637 (2013.01); G06Q 30/0643 (2013.01); G06Q 40/02 (2013.01); G06Q 40/03 (2023.01); H04L 9/0825 (2013.01); H04L 63/0435 (2013.01); H04L 63/08 (2013.01); H04L 63/0815 (2013.01); H04L 63/102 (2013.01); H04L 63/123 (2013.01); H04L 63/166 (2013.01); H04L 63/168 (2013.01); H04L 67/01 (2022.05); G06F 8/65 (2013.01); G06F 8/71 (2013.01); G06F 2221/2107 (2013.01); G06K 7/1417 (2013.01); G06Q 50/265 (2013.01); G06Q 2220/00 (2013.01); H04L 9/0822 (2013.01)] | 14 Claims |

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1. A method of securing user data in a multi-user environment, the method comprising:
receiving partially encrypted auditing data comprising a data object that includes an identifier and a value,
wherein the auditing data is generated data based on a user-defined rule applied to input data, and the user-defined rule comprises at least one of a rule for prequalifying a user for a transaction, a rule for determining product eligibility, or a rule for determining a price for a product;
wherein the partially encrypted data is partially encrypted by:
encrypting the identifier of the data object using an encryption key, while leaving the value of the data object unencrypted;
receiving an indication of an operational error detected in the partially encrypted auditing data; and
outputting, based on the indication of the detected operational error, at least one of an identification of the detected operational error or confirmation of the detected operational error.
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