SECURITY POLICY VALIDATION

Patent №

US 11,722,526

Granted

2023-08-08

Filed 2021

Owner

CITIBANK, N.A.

Lab

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17232607

A model checking system detects violations and conflicts in security and verification policies by running model checking processes. The system detects privilege escalation attacks in misconfigured identification and access management (“IAM”) policies by modeling security policy documents and IAM actions as logical formulas and then running model checking on the model. The system translates non-Boolean variables, such as string variables, into Boolean variables in order to apply an SAT model checker. The model checker also determines whether a policy violation can be achieved in a finite number of steps by elevating privileges of some compromised principal over multiple iterations of the model checking process, or proves absence thereof.

AI classification

Machine learning1.00
Planning1.00
Knowledge representation0.97
Evolutionary computation0.51
AI hardware0.32
Vision0.27
Natural language0.08
Speech0.00

Ownership

CITIBANK, N.A.

assignment · 559450128

Assignors

SHEVRIN, ILIA, HOVEL, MICKEY, LEIBOVICH, MAX, MARGALIT, ODED, KAHANA, URI

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC