Security Magazine logo
  • Sign In
  • Create Account
  • Sign Out
  • My Account
  • NEWS
  • MANAGEMENT
  • PHYSICAL
  • CYBER
  • BLOG
  • COLUMNS
  • EXCLUSIVES
  • SECTORS
  • EVENTS
  • MEDIA
  • MORE
  • EMAG
  • SIGN UP!
cart
facebook twitter linkedin youtube
  • NEWS
  • Security Newswire
  • Technologies & Solutions
  • MANAGEMENT
  • Leadership Management
  • Enterprise Services
  • Security Education & Training
  • Logical Security
  • Security & Business Resilience
  • Profiles in Excellence
  • PHYSICAL
  • Access Management
  • Fire & Life Safety
  • Identity Management
  • Physical Security
  • Video Surveillance
  • Case Studies (Physical)
  • CYBER
  • Cybersecurity News
  • More
  • COLUMNS
  • Cyber Tactics
  • Leadership & Management
  • Security Talk
  • Career Intelligence
  • Leader to Leader
  • Cybersecurity Education & Training
  • EXCLUSIVES
  • Annual Guarding Report
  • Most Influential People in Security
  • The Security Benchmark Report
  • The Security Leadership Issue
  • Top Guard and Security Officer Companies
  • Top Cybersecurity Leaders
  • Women in Security
  • SECTORS
  • Arenas / Stadiums / Leagues / Entertainment
  • Banking/Finance/Insurance
  • Construction, Real Estate, Property Management
  • Education: K-12
  • Education: University
  • Government: Federal, State and Local
  • Hospitality & Casinos
  • Hospitals & Medical Centers
  • Infrastructure:Electric,Gas & Water
  • Ports: Sea, Land, & Air
  • Retail/Restaurants/Convenience
  • Transportation/Logistics/Supply Chain/Distribution/ Warehousing
  • EVENTS
  • Industry Events
  • Webinars
  • Solutions by Sector
  • Security 500 Conference
  • MEDIA
  • Videos
  • Podcasts
  • Polls
  • Photo Galleries
  • Videos
  • Cybersecurity & Geopolitical Discussion
  • Ask Me Anything (AMA) Series
  • MORE
  • Call for Entries
  • Classifieds & Job Listings
  • Continuing Education
  • Newsletter
  • Sponsor Insights
  • Store
  • White Papers
  • EMAG
  • eMagazine
  • This Month's Content
  • Advertise
Security Magazine logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Security Magazine logo
  • NEWS
    • Security Newswire
    • Technologies & Solutions
  • MANAGEMENT
    • Leadership Management
    • Enterprise Services
    • Security Education & Training
    • Logical Security
    • Security & Business Resilience
    • Profiles in Excellence
  • PHYSICAL
    • Access Management
    • Fire & Life Safety
    • Identity Management
    • Physical Security
    • Video Surveillance
    • Case Studies (Physical)
  • CYBER
    • Cybersecurity News
    • More
  • BLOG
  • COLUMNS
    • Cyber Tactics
    • Leadership & Management
    • Security Talk
    • Career Intelligence
    • Leader to Leader
    • Cybersecurity Education & Training
  • EXCLUSIVES
    • Annual Guarding Report
    • Most Influential People in Security
    • The Security Benchmark Report
    • The Security Leadership Issue
    • Top Guard and Security Officer Companies
    • Top Cybersecurity Leaders
    • Women in Security
  • SECTORS
    • Arenas / Stadiums / Leagues / Entertainment
    • Banking/Finance/Insurance
    • Construction, Real Estate, Property Management
    • Education: K-12
    • Education: University
    • Government: Federal, State and Local
    • Hospitality & Casinos
    • Hospitals & Medical Centers
    • Infrastructure:Electric,Gas & Water
    • Ports: Sea, Land, & Air
    • Retail/Restaurants/Convenience
    • Transportation/Logistics/Supply Chain/Distribution/ Warehousing
  • EVENTS
    • Industry Events
    • Webinars
    • Solutions by Sector
    • Security 500 Conference
  • MEDIA
    • Videos
      • Cybersecurity & Geopolitical Discussion
      • Ask Me Anything (AMA) Series
    • Podcasts
    • Polls
    • Photo Galleries
  • MORE
    • Call for Entries
    • Classifieds & Job Listings
    • Continuing Education
    • Newsletter
    • Sponsor Insights
    • Store
    • White Papers
  • EMAG
    • eMagazine
    • This Month's Content
    • Advertise
  • SIGN UP!
Security Newswire

Va Tech Scientist Wins Award for Anti-Hacking Technique

November 11, 2010

One of the serious threats to a user's computer is a software program that might cause unwanted keystroke sequences to occur in order to hack someone's identity. This form of an attack is increasing, infecting enterprise and personal computers, and caused by "organized malicious botnets," said Daphne Yao, assistant professor of computer science at Virginia Tech.
 
To combat the "identity spoofing attacks," Yao and her former student, Deian Stefan, now a graduate student in the computer science department at Stanford University, developed an authentication framework called "Telling Human and Bot Apart" (TUBA), a remote biometrics system based on keystroke-dynamics information.
 
Their work won a best paper award at CollaborateCom '10, the 6th International Conference on Collaborative Computing, held in Chicago and sponsored by the Institute of Electrical and Electronic Engineers' Computer Society, Create-Net, and the Institute for Computer Sciences.
 
Yao holds a patent on her human-behavior driven malware detection technology, including this keystroke anti-spoofing technique. Her technology for PC security is currently being transferred to a company. The license agreement between the company, Rutgers University (Yao's former institution), and Virginia Tech is expected to be finalized in the coming weeks.
 
Internet bots are often described as Web robots. They act as software applications that run automated tasks over the Internet. Bots usually perform simple and repetitive tasks, but at a much higher rate than would be possible for a human alone. When used for malicious purposes they are described as malware. "Keystroke dynamics is an inexpensive biometric mechanism that has been proven accurate in distinguishing individuals," Yao explained, and most researchers working with keystroke dynamics have focused previously on an attacker being a person.
 
The uniqueness of Yao and Stefan's research is they studied how to identify when a computer program designed by a hacker was producing keystroke sequences "in order to spoof others," they said. Then they created TUBA to monitor a user's typing patterns.
 
Using TUBA, Yao, and Stefan tested the keystroke dynamics of 20 individuals, and used the results as a way to authenticate who might be using a computer. "Our work shows that keystroke dynamics is robust against the synthetic forgery attacks studied, where the attacker draws statistical samples from a pool of available keystroke datasets other than the target," Yao said.
 
Yao and Stefan also describe in their paper, "Keystroke-Dynamics Authentication Against Synthetic Forgeries," how keystroke dynamics can be used "as a tool to identify anomalous activities on a personal computer including activities that can be due to malicious software."

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Recommended Content

JOIN TODAY
To unlock your recommendations.

Already have an account? Sign In

  • Security's Top Cybersecurity Leaders 2024

    Security's Top Cybersecurity Leaders 2024

    Security magazine's Top Cybersecurity Leaders 2024 award...
    Security Enterprise Services
    By: Security Staff
  • cyber brain

    The intersection of cybersecurity and artificial intelligence

    Artificial intelligence (AI) is a valuable cybersecurity...
    Columns
    By: Pam Nigro
  • artificial intelligence AI graphic

    Assessing the pros and cons of AI for cybersecurity

    Artificial intelligence (AI) has significant implications...
    Technologies & Solutions
    By: Charles Denyer
Manage My Account
  • Security eNewsletter & Other eNews Alerts
  • eMagazine Subscriptions
  • Manage My Preferences
  • Online Registration
  • Mobile App
  • Subscription Customer Service

Middle East Escalation, Humanitarian Law and Disinformation – Episode 25

Middle East Escalation, Humanitarian Law and Disinformation – Episode 25

The Money Laundering Machine: Inside the global crime epidemic - Episode 24

The Money Laundering Machine: Inside the global crime epidemic - Episode 24

Security’s Top 5 – 2024 Year in Review

Security’s Top 5 – 2024 Year in Review

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Security audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Security or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • Sureview screen
    Sponsored bySureView Systems

    The Evolution of Automation in the Command Center

  • Crisis Response Team
    Sponsored byEverbridge

    Automate or Fall Behind – Crisis Response at the Speed of Risk

  • Perimeter security
    Sponsored byAMAROK

    Why Property Security is the New Competitive Advantage

Popular Stories

Rendered computer with keyboard

16B Login Credentials Exposed in World’s Largest Data Breach

Verizon on phone screen

61M Records Listed for Sale Online, Allegedly Belong to Verizon

Security camera

40,000 IoT Security Cameras Are Exposed Online

Fountain pen

Trump Administration Executive Order Changes Cybersecurity Policy

Red spiderweb

From Retail to Insurance, Scattered Spider Changes Targets

2025 Security Benchmark banner

Events

July 17, 2025

Tech in the Jungle: Leveraging Surveillance, Access Control, and Technology in Unique Environments

From animal habitats to bustling crowds of visitors, a zoo is a one-of-a-kind environment for deploying modern security technologies.

August 7, 2025

Threats to the Energy Sector: Implications for Corporate and National Security

The energy sector has found itself in the crosshairs of virtually every bad actor on the global stage.

View All Submit An Event

Products

Security Culture: A How-to Guide for Improving Security Culture and Dealing with People Risk in Your Organisation

Security Culture: A How-to Guide for Improving Security Culture and Dealing with People Risk in Your Organisation

See More Products

Related Articles

  • A Big IFSEC Winner: Dedicated Micros Wins Security Industry Award for Emergency Messaging and Mass Notification System

    See More
  • business suit

    Peter Kranske wins NCS4 Lifetime Achievement Award

    See More
  • Video Surveillance iPhone App Wins Innovation Award

    See More
×

Sign-up to receive top management & result-driven techniques in the industry.

Join over 20,000+ industry leaders who receive our premium content.

SIGN UP TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • eNewsletter
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Reprints
    • Market Research
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2025. All Rights Reserved BNP Media.

Design, CMS, Hosting & Web Development :: ePublishing

Security Magazine logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Security Magazine logo
  • NEWS
    • Security Newswire
    • Technologies & Solutions
  • MANAGEMENT
    • Leadership Management
    • Enterprise Services
    • Security Education & Training
    • Logical Security
    • Security & Business Resilience
    • Profiles in Excellence
  • PHYSICAL
    • Access Management
    • Fire & Life Safety
    • Identity Management
    • Physical Security
    • Video Surveillance
    • Case Studies (Physical)
  • CYBER
    • Cybersecurity News
    • More
  • BLOG
  • COLUMNS
    • Cyber Tactics
    • Leadership & Management
    • Security Talk
    • Career Intelligence
    • Leader to Leader
    • Cybersecurity Education & Training
  • EXCLUSIVES
    • Annual Guarding Report
    • Most Influential People in Security
    • The Security Benchmark Report
    • The Security Leadership Issue
    • Top Guard and Security Officer Companies
    • Top Cybersecurity Leaders
    • Women in Security
  • SECTORS
    • Arenas / Stadiums / Leagues / Entertainment
    • Banking/Finance/Insurance
    • Construction, Real Estate, Property Management
    • Education: K-12
    • Education: University
    • Government: Federal, State and Local
    • Hospitality & Casinos
    • Hospitals & Medical Centers
    • Infrastructure:Electric,Gas & Water
    • Ports: Sea, Land, & Air
    • Retail/Restaurants/Convenience
    • Transportation/Logistics/Supply Chain/Distribution/ Warehousing
  • EVENTS
    • Industry Events
    • Webinars
    • Solutions by Sector
    • Security 500 Conference
  • MEDIA
    • Videos
      • Cybersecurity & Geopolitical Discussion
      • Ask Me Anything (AMA) Series
    • Podcasts
    • Polls
    • Photo Galleries
  • MORE
    • Call for Entries
    • Classifieds & Job Listings
    • Continuing Education
    • Newsletter
    • Sponsor Insights
    • Store
    • White Papers
  • EMAG
    • eMagazine
    • This Month's Content
    • Advertise
  • SIGN UP!