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How Banks Dynamically Adjust Security Questions Based on Your Behavior

A system that automatically changes the difficulty and number of security questions you face when opening a bank account based on your device data and risk level.

Granted 2019ActiveExpires 2037Owned by Consumerinfo com IncInvented by Michael Burger

Original patent title: “Adjustment of knowledge-based authentication

Plain-English explanation by SahiLast reviewed · June 15, 2026

A system that automatically changes the difficulty and number of security questions you face when opening a bank account based on your device data and risk level. Granted to Consumerinfo com Inc in 2019 with 24 claims and 13 forward citations.

Key facts

Patent numberUS 10169761
StatusActive
FieldSoftware & Internet
AssigneeConsumerinfo com Inc
InventorMichael Burger
Filed2017
Granted2019
Claims24
Times cited13
LitigationNone on record
Value · $125K$399KModest

Coverage

What does this patent actually cover?

This patent describes a system that monitors your device information—like your location, IP address, and browser settings—when you try to open a new financial account. An authentication server uses this data to calculate a fraud risk score. If the system suspects something is off, it generates a set of security questions tailored to that risk level. As you answer these questions, the system dynamically adds, removes, or changes the questions in real-time to either lock you out or verify your identity more thoroughly.

The gap

What does this patent NOT cover?

  • Does not cover static security questions that remain the same regardless of user behavior.
  • Does not cover authentication methods that rely solely on passwords or PINs without dynamic adjustment.
  • Does not cover biometric authentication methods like fingerprint or facial recognition.
  • Does not cover systems that do not use device identification information to calculate a fraud risk score.

These exclusions are unique to PatentBrief — derived from the actual claim language, not patent-office boilerplate.

What made this novel

The system treats the authentication process as a dynamic loop: it doesn't just ask a fixed set of questions; it uses your response to the first question to decide if it needs to ask a harder or easier follow-up question, effectively 'tuning' the security level on the fly.

Adjustment of knowledge-based …(Primary claim)financesoftwareai ml

Schematic visualization of the patent's claim structure. Hand-drawn diagrams in progress for each landmark patent.

Where you've seen this

Real-world examples

01

Online bank account opening portals

02

Credit monitoring service sign-ups

03

Automated identity verification workflows

Why it matters

The bigger picture

As online banking becomes the norm, preventing identity theft during account creation is a massive challenge for financial institutions. This patent provides a framework for automating the 'trust' process, allowing banks to reduce friction for low-risk users while increasing security hurdles for suspicious ones, effectively automating the role of a fraud analyst.

Filed

March 15, 2017

Granted

January 1, 2019

Market context

Who's building on this

Companies in this space

ConsumerInfo.com, a subsidiary of Experian, holds this patent. Major financial institutions and credit bureaus like Equifax and TransUnion are actively developing similar automated risk-assessment engines to streamline customer onboarding while meeting strict regulatory requirements.

Market impact

This technology helped shift the industry toward 'risk-based authentication,' where security is no longer a one-size-fits-all experience. It enabled banks to lower operational costs by automating identity verification, reducing the need for manual human review of new account applications.

Claim 1 — Plain English

What this patent covers

This patent describes a system that monitors your device information—like your location, IP address, and browser settings—when you try to open a new financial account. An authentication server uses this data to calculate a fraud risk score. If the system suspects something is off, it generates a set of security questions tailored to that risk level. As you answer these questions, the system dynamically adds, removes, or changes the questions in real-time to either lock you out or verify your identity more thoroughly.

The clever bit

The system treats the authentication process as a dynamic loop: it doesn't just ask a fixed set of questions; it uses your response to the first question to decide if it needs to ask a harder or easier follow-up question, effectively 'tuning' the security level on the fly.

What it does not cover

  • Does not cover static security questions that remain the same regardless of user behavior.
  • Does not cover authentication methods that rely solely on passwords or PINs without dynamic adjustment.
  • Does not cover biometric authentication methods like fingerprint or facial recognition.
  • Does not cover systems that do not use device identification information to calculate a fraud risk score.

Patent timeline

Filing

Application submitted to the patent office

Publication

Application published, typically 18 months after filing

Grant

Patent officially issued

PatentBrief Score

Impact Score

Moderate

Citation count

23/40

Moderately cited

Claim breadth

16/20

Broad claimsclaimsThe numbered statements at the end of a patent that legally define what the inventor owns.Read more →

Recency

10/20

Granted 5–10 years ago

Assignee scale

0/20

Independent or smaller assigneeassigneeThe entity that owns the patent — usually the inventor's employer or a company.Read more →

PatentBrief Impact Score — based on citation count, claim breadth, recency, and assignee scale. Not a legal assessment.

Heuristic Value Estimate

What this patent might be worth

Modest

$125K$399K

Midpoint $250K · 10.7 yr remaining · industry ×1.6

Adjust inputs →

Heuristic only — blends forward/backward citation counts, claim scope, time remaining, litigation history, and CPC-derived industry baseline. Real valuations need a professional appraisal.

The original legal language

Original claims

24 claims as filed with the patent office.

Concepts involved

ClaimPrior artNon-obviousnessNoveltySpecificationAssigneePatent term

Citations

Patent lineage

Cites earlier patents

1,073

earlier patents this invention cites as foundations

View prior art →

Cited by later patents

13

later patents that build on this invention

View patents →

Cite this patent

Burger, M. (2019). How Banks Dynamically Adjust Security Questions Based on Your Behavior (U.S. Patent No. 10,169,761). U.S. Patent and Trademark Office. https://patentbrief.org/patent/us/10169761/stripe-atlas

Auto-generated from the patent record. Double-check author order and the issue date against the official USPTO document before submitting.

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Common Questions

Frequently Asked Questions

What does How Banks Dynamically Adjust Security Questions Based on Your Behavior cover?

A system that automatically changes the difficulty and number of security questions you face when opening a bank account based on your device data and risk level.

Who owns patent US 10169761?

Consumerinfo com Inc owns this patent, granted in 2019.

When does this patent expire?

This patent is expected to expire on January 1, 2039, when the invention enters the public domain.

What is patent US 10169761 cited by?

This patent has been cited by 13 later patents that build on its ideas.

What problem does this patent solve?

As online banking becomes the norm, preventing identity theft during account creation is a massive challenge for financial institutions. This patent provides a framework for automating the 'trust' process, allowing banks to reduce friction for low-risk users while increasing security hurdles for suspicious ones, effectively automating the role of a fraud analyst.

What does this patent NOT cover?

Does not cover static security questions that remain the same regardless of user behavior.

Same assignee

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Last reviewed: June 15, 2026 · PatentBrief is not a law firm and this is not legal advice.