SlideShare a Scribd company logo
1 of 1
Download to read offline
THE PERCEPTION OF SIGNATURE FORGERIES
Alex Morton, William Reid, Colin Buntin, Michael Brockly, Stephen Elliott
Overview
Survey Results
Intricate Signatures Easy Signatures
Conclusions
The purpose of this survey was to discover the perception of signature forgeries from the general public. We constructed a
survey to gain insight on the ideas and opinions of the basics of signature forgery. The survey consisted of a series of
questions that we believe would interest participants and give them the perspective of a signature forger. This survey
contained several signatures, then asked if they would feel comfortable forging them. Additional information was given on
some signatures and then they were asked if this would further help in forging the signatures.
Demographics
Have You Ever
Forged a
Signature
Before?
• 66% reported to forging a
signature before
• 85% said that they use minimal
effort for “day to day”
signatures
• 1 out of every 3 people know
that their signature has been
forged before
Our survey showed that participants believed that they could forge about 50% of all signatures presented to them.
Combined with pen-up information they believed that they could create an even more successful forgery.
Research in this field could be expanded towards signature forgery comparisons, where participants would try to
replicate signatures and would then be compared to the original signatures. This research shows the relationship
between confidence and actual performance in forging signatures.
Pen-up Information:
We gave participants additional information on how many
times the writer would pick up their pens.
The results showed that this information would help in the
forging process.
Additionally this would increase the confidence for forgers and
would increase their success rate of forgery.
“Unrecognizable
characters with high
arches and small spacing
makes the reproduction
difficult.”
“The unrecognizable and
almost overrunning
characters make
reproduction almost futile
to even attempt.”
“Its easy to read, short,
and not complicated”
“Few Characters and
openly spaced”
“Despite
unrecognizable
characters, the
simplicity of the
signature makes
reproduction easier.”
“Two recognizable
characters, one small
looping, and then a lightly
waved line. Relatively
simple to reproduce.”
“A structured name with
unrecognizable characters,
a bit of looping, and a
stylized ending to the
name.”
Do you
think you
would be
efficient
at
forging?

More Related Content

More from International Center for Biometric Research

Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...International Center for Biometric Research
 
(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applicationsInternational Center for Biometric Research
 
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...International Center for Biometric Research
 

More from International Center for Biometric Research (20)

Examining Intra-Visit Iris Stability - Visit 2
Examining Intra-Visit Iris Stability - Visit 2Examining Intra-Visit Iris Stability - Visit 2
Examining Intra-Visit Iris Stability - Visit 2
 
Examining Intra-Visit Iris Stability - Visit 1
Examining Intra-Visit Iris Stability - Visit 1Examining Intra-Visit Iris Stability - Visit 1
Examining Intra-Visit Iris Stability - Visit 1
 
Examining Intra-Visit Iris Stability - Visit 3
Examining Intra-Visit Iris Stability - Visit 3Examining Intra-Visit Iris Stability - Visit 3
Examining Intra-Visit Iris Stability - Visit 3
 
Best Practices in Reporting Time Duration in Biometrics
Best Practices in Reporting Time Duration in BiometricsBest Practices in Reporting Time Duration in Biometrics
Best Practices in Reporting Time Duration in Biometrics
 
Examining Intra-Visit Iris Stability - Visit 5
Examining Intra-Visit Iris Stability - Visit 5Examining Intra-Visit Iris Stability - Visit 5
Examining Intra-Visit Iris Stability - Visit 5
 
Standards and Academia
Standards and AcademiaStandards and Academia
Standards and Academia
 
Interoperability and the Stability Score Index
Interoperability and the Stability Score IndexInteroperability and the Stability Score Index
Interoperability and the Stability Score Index
 
Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...Advances in testing and evaluation using Human-Biometric sensor interaction m...
Advances in testing and evaluation using Human-Biometric sensor interaction m...
 
Cerias talk on testing and evaluation
Cerias talk on testing and evaluationCerias talk on testing and evaluation
Cerias talk on testing and evaluation
 
IT 54500 overview
IT 54500 overviewIT 54500 overview
IT 54500 overview
 
Ben thesis slideshow
Ben thesis slideshowBen thesis slideshow
Ben thesis slideshow
 
(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications(2010) Fingerprint recognition performance evaluation for mobile ID applications
(2010) Fingerprint recognition performance evaluation for mobile ID applications
 
ICBR Databases
ICBR DatabasesICBR Databases
ICBR Databases
 
Understanding Fingerprint Skin Characteristics and Image Quality
Understanding Fingerprint Skin Characteristics and Image QualityUnderstanding Fingerprint Skin Characteristics and Image Quality
Understanding Fingerprint Skin Characteristics and Image Quality
 
HBSI automation using the kinect
HBSI automation using the kinectHBSI automation using the kinect
HBSI automation using the kinect
 
(2013) Automatic Detection of Biometrics Transaction Times
(2013) Automatic Detection of Biometrics Transaction Times(2013) Automatic Detection of Biometrics Transaction Times
(2013) Automatic Detection of Biometrics Transaction Times
 
Biometric Course Overview - Purdue ICBR
Biometric Course Overview - Purdue ICBRBiometric Course Overview - Purdue ICBR
Biometric Course Overview - Purdue ICBR
 
(2013) The Role of Test Administrator and Error
(2013) The Role of Test Administrator and Error(2013) The Role of Test Administrator and Error
(2013) The Role of Test Administrator and Error
 
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
(2013) Examination of Stability in Fingerprint Recognition Across Force Levels
 
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
(2011) The Impact of Force on Fingerprint Image Quality, Minutiae Count and P...
 

Recently uploaded

Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyKhushali Kathiriya
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Victor Rentea
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...apidays
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Bhuvaneswari Subramani
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelDeepika Singh
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Jeffrey Haguewood
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodJuan lago vázquez
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamUiPathCommunity
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MIND CTI
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityWSO2
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...apidays
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusZilliz
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...apidays
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsNanddeep Nachan
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAndrey Devyatkin
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Victor Rentea
 

Recently uploaded (20)

Artificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : UncertaintyArtificial Intelligence Chap.5 : Uncertainty
Artificial Intelligence Chap.5 : Uncertainty
 
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
Modular Monolith - a Practical Alternative to Microservices @ Devoxx UK 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...
 
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​Elevate Developer Efficiency & build GenAI Application with Amazon Q​
Elevate Developer Efficiency & build GenAI Application with Amazon Q​
 
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot ModelMcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
Mcleodganj Call Girls 🥰 8617370543 Service Offer VIP Hot Model
 
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...
 
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data DiscoveryTrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
TrustArc Webinar - Unlock the Power of AI-Driven Data Discovery
 
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin WoodPolkadot JAM Slides - Token2049 - By Dr. Gavin Wood
Polkadot JAM Slides - Token2049 - By Dr. Gavin Wood
 
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 AmsterdamDEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
DEV meet-up UiPath Document Understanding May 7 2024 Amsterdam
 
MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024MINDCTI Revenue Release Quarter One 2024
MINDCTI Revenue Release Quarter One 2024
 
Platformless Horizons for Digital Adaptability
Platformless Horizons for Digital AdaptabilityPlatformless Horizons for Digital Adaptability
Platformless Horizons for Digital Adaptability
 
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
Apidays New York 2024 - The Good, the Bad and the Governed by David O'Neill, ...
 
Exploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with MilvusExploring Multimodal Embeddings with Milvus
Exploring Multimodal Embeddings with Milvus
 
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
Apidays New York 2024 - Passkeys: Developing APIs to enable passwordless auth...
 
MS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectorsMS Copilot expands with MS Graph connectors
MS Copilot expands with MS Graph connectors
 
AWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of TerraformAWS Community Day CPH - Three problems of Terraform
AWS Community Day CPH - Three problems of Terraform
 
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024Finding Java's Hidden Performance Traps @ DevoxxUK 2024
Finding Java's Hidden Performance Traps @ DevoxxUK 2024
 

(Spring 2013) The Perception of Signature Forgeries

  • 1. THE PERCEPTION OF SIGNATURE FORGERIES Alex Morton, William Reid, Colin Buntin, Michael Brockly, Stephen Elliott Overview Survey Results Intricate Signatures Easy Signatures Conclusions The purpose of this survey was to discover the perception of signature forgeries from the general public. We constructed a survey to gain insight on the ideas and opinions of the basics of signature forgery. The survey consisted of a series of questions that we believe would interest participants and give them the perspective of a signature forger. This survey contained several signatures, then asked if they would feel comfortable forging them. Additional information was given on some signatures and then they were asked if this would further help in forging the signatures. Demographics Have You Ever Forged a Signature Before? • 66% reported to forging a signature before • 85% said that they use minimal effort for “day to day” signatures • 1 out of every 3 people know that their signature has been forged before Our survey showed that participants believed that they could forge about 50% of all signatures presented to them. Combined with pen-up information they believed that they could create an even more successful forgery. Research in this field could be expanded towards signature forgery comparisons, where participants would try to replicate signatures and would then be compared to the original signatures. This research shows the relationship between confidence and actual performance in forging signatures. Pen-up Information: We gave participants additional information on how many times the writer would pick up their pens. The results showed that this information would help in the forging process. Additionally this would increase the confidence for forgers and would increase their success rate of forgery. “Unrecognizable characters with high arches and small spacing makes the reproduction difficult.” “The unrecognizable and almost overrunning characters make reproduction almost futile to even attempt.” “Its easy to read, short, and not complicated” “Few Characters and openly spaced” “Despite unrecognizable characters, the simplicity of the signature makes reproduction easier.” “Two recognizable characters, one small looping, and then a lightly waved line. Relatively simple to reproduce.” “A structured name with unrecognizable characters, a bit of looping, and a stylized ending to the name.” Do you think you would be efficient at forging?