US 12,461,946 B2
System, method, and computer-accessible medium to verify data compliance by iterative learning
Vincent Pham, Champaign, IL (US); Austin Walters, Savoy, IL (US); Fardin Abdi Taghi Abad, Champaign, IL (US); Kenneth Taylor, Champaign, IL (US); Reza Farivar, Champaign, IL (US); Anh Troung, Champaign, IL (US); and Jeremy Goodsitt, Champaign, IL (US)
Assigned to CAPITAL ONE SERVICES, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Jun. 25, 2024, as Appl. No. 18/753,343.
Application 18/753,343 is a continuation of application No. 18/127,821, filed on Mar. 29, 2023, granted, now 12,045,265.
Application 18/127,821 is a continuation of application No. 17/231,811, filed on Apr. 15, 2021, granted, now 11,645,310, issued on May 9, 2023.
Application 17/231,811 is a continuation of application No. 16/672,259, filed on Nov. 1, 2019, granted, now 11,010,490, issued on May 18, 2021.
Prior Publication US 2024/0346048 A1, Oct. 17, 2024
Int. Cl. G06F 7/00 (2006.01); G06F 16/11 (2019.01); G06F 16/28 (2019.01); G06F 18/24 (2023.01); G06F 21/62 (2013.01); G06N 5/025 (2023.01)
CPC G06F 16/285 (2019.01) [G06F 16/122 (2019.01); G06F 18/24765 (2023.01); G06F 21/6245 (2013.01); G06N 5/025 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A non-transitory computer-accessible medium having stored thereon computer-executable instructions wherein, when a computer hardware arrangement executes the instructions, the computer hardware arrangement is configured to perform procedures comprising:
obtaining meta-data from a data security standard compliant dataset and a data security standard non-compliant dataset, the meta-data including a first date at which the data security standard compliant dataset became compliant against a first set of privacy standard rules;
joining the meta-data from the data security standard compliant dataset and the meta-data from the data security standard non-compliant dataset to create a set of estimated rules;
marking an unknown data security standard compliance dataset as compliant or non-compliant with respect to at least one set of unknown time-variable rules based on the set of estimated rules; and
modifying a marked non-compliant data security standard compliance dataset by automatically removing or adding one or more elements based on the joined meta-data to render the marked non-compliant data security standard compliance dataset compliant.