i sensed it was you authenticating mobile users with
play

I Sensed It Was You: Authenticating Mobile Users with - PowerPoint PPT Presentation

Sep 26, 2023 •107 likes •599 views

I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Kamil Majdanik Mauro Conti Herbert Bos Cristiano Giuffrida VU University Amsterdam 11th Conference on Detection of Intrusions and Malware and

  1. I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Kamil Majdanik Mauro Conti Herbert Bos Cristiano Giuffrida VU University Amsterdam 11th Conference on Detection of Intrusions and Malware and Vulnerability Assessment Egham, UK July 10-11, 2014 I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 1 / 18

  2. The Blossom of the Mobile Computing Era I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 2 / 18

  3. Mobile Data Presentations / briefing notes. Address book information. Personal photos, movies, and email. Personal health, salary, and benefits information. Access credentials for networks and applications. Credit card and e-banking information. I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 3 / 18

  4. Mobile Threats I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 4 / 18

  5. Mobile Threats I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 4 / 18

  6. Mobile Threats I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 4 / 18

  7. Mobile Threats I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 4 / 18

  8. Mobile Authentication Password/PIN/Pattern-based authentication. ✧ Simple and widespread. ✪ No continuous authentication. ✪ Prone to guessing attacks (not mobile specific). ✪ Prone to smudge [WOOT’10] and shoulder-surfing [CCS’13] attacks. Biometric authentication. ✧ A viable option for many mobile users. ✧ Amenable to continuous authentication. ✧ Several existing mechanisms: gaits, gestures, keystroke dynamics. ✪ Poor accuracy ( > 5 % EER ) or prone to statistical attacks [CCS’13]. I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 5 / 18

  9. WWW: What We Want High-accuracy biometric authentication for mobile devices. Robustness against human attacks. Robustness against statistical attacks. Static authentication capabilities. Continuous authentication capabilities. Robustness against uncontrolled settings. I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 6 / 18

  10. WWW: What We Want ✧ High-accuracy biometric authentication for mobile devices. ✧ Robustness against human attacks. - Robustness against statistical attacks. ✧ Static authentication capabilities. - Continuous authentication capabilities. - Robustness against uncontrolled settings. I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 6 / 18

  11. Sensor-enhanced Keystroke Dynamics Soft keyboard on a mobile device I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  12. Sensor-enhanced Keystroke Dynamics Scenario: User typing ’HELLO’ I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  13. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  14. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  15. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  16. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  17. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  18. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  19. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  20. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  21. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  22. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  23. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  24. Sensor-enhanced Keystroke Dynamics User 1 KeyDowns User 1 KeyUps Keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  25. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  26. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  27. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  28. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  29. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  30. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  31. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  32. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  33. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  34. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  35. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

  36. Sensor-enhanced Keystroke Dynamics 0,10 Value 0,05 Gyroscope 0,00 -0,05 -0,10 User 1 User 1 KeyDowns User 1 KeyUps Sensor-enhanced keystroke dynamics I Sensed It Was You: Authenticating Mobile Users with Sensor-enhanced Keystroke Dynamics Cristiano Giuffrida 7 / 18

Recommend

Xamarin and Azure AD Authenticating and Authorizing Your Mobile Apps Basic Active Directory

Xamarin and Azure AD Authenticating and Authorizing Your Mobile Apps Basic Active Directory

Xamarin and Azure AD Authenticating and Authorizing Your Mobile Apps Basic Active Directory Terms Domain: A directory of users, groups, roles, etc... User: An individual accounts Group: A collection of other users and groups Role: Something that

492 views • 22 slides
1 Services for Mobile Users Services for Mobile Users Mobicast : information dissemination to

1 Services for Mobile Users Services for Mobile Users Mobicast : information dissemination to

Hint on Question 5.2 in HW2 Compute the maximum processor utilization that can be assigned to a Deferrable Server to guarantee the task Sensor Netw ork Services set (periodic tasks). for Mobile Users 1/ 1/ n n +

472 views • 10 slides
What Mobile Ads Know About Mobile Users Sooel Son joint work with Daehyeok Kim and Vitaly

What Mobile Ads Know About Mobile Users Sooel Son joint work with Daehyeok Kim and Vitaly

What Mobile Ads Know About Mobile Users Sooel Son joint work with Daehyeok Kim and Vitaly Shma<kov 1 Overview Background Mobile adver<sing library ACack model: malicious adver<ser Informa<on available to the aCacker

940 views • 31 slides
CS 4803 Person authenticating to a local computer Computer and Network Security Person

CS 4803 Person authenticating to a local computer Computer and Network Security Person

Authentication Verifying the identity of another entity Computer authenticating to another computer CS 4803 Person authenticating to a local computer Computer and Network Security Person authenticating to a remote computer Two

665 views • 6 slides
Michaelhouse Old Boys Mobile APP How do I get the Mobile APP? The Michaelhouse Old Boys Mobile

Michaelhouse Old Boys Mobile APP How do I get the Mobile APP? The Michaelhouse Old Boys Mobile

Michaelhouse Old Boys Mobile APP How do I get the Mobile APP? The Michaelhouse Old Boys Mobile APP is available via 3 sources: 1. Download via the APP Store Apple Users 2. Download via the Google Play Store Android Users 3. Via a website

195 views • 15 slides
Twitter in Mobile Mobile users do more and engage more 73% Mobile is the heart of the Twitter 6

Twitter in Mobile Mobile users do more and engage more 73% Mobile is the heart of the Twitter 6

TWITTER Twitter in Mobile Mobile users do more and engage more 73% Mobile is the heart of the Twitter 6 @TwitterAdsUK | Confidential http://www.pg.com.tr/procter/index.htm TWITTER DUAL SCREENING @TwitterAdsUK | Confidential

451 views • 34 slides
Mobile at scale GOTO Berlin - December 2015 Mattias Bjrnheden - Mobile chapter lead

Mobile at scale GOTO Berlin - December 2015 Mattias Bjrnheden - Mobile chapter lead

Mobile at scale GOTO Berlin - December 2015 Mattias Bjrnheden - Mobile chapter lead @amnbletochange Spotify Founded 2006 75M+ Users 2+ Billion user playlists 58 Countries 1500+ employees Spotify Mobile apps Majority of our users

785 views • 45 slides
From Intent to Action: Nudging Users Towards Secure Mobile Payments Peter Story , Daniel Smullen,

From Intent to Action: Nudging Users Towards Secure Mobile Payments Peter Story , Daniel Smullen,

From Intent to Action: Nudging Users Towards Secure Mobile Payments Peter Story , Daniel Smullen, Alessandro Acquisti, Lorrie Faith Cranor, Norman Sadeh, Florian Schaub 1 Experts Advice Users Behavior Low adoption of secure mobile

632 views • 19 slides
Opportunities in Online & Mobile Payments for Startups Population CELLPHONE SUBSCRIBERS

Opportunities in Online & Mobile Payments for Startups Population CELLPHONE SUBSCRIBERS

Opportunities in Online & Mobile Payments for Startups Population CELLPHONE SUBSCRIBERS bank accounts (?) mobile wallets debit cards CREDIT cards 3G/4G USERS INTERNET USERS POINT OF SALE TERMINALS remittances MOBILE AGENTS

1.07k views • 72 slides
Estimating Bandwidth of Mobile Users Sept 2003 Rohit Kapoor CSD, UCLA Estimating Bandwidth of

Estimating Bandwidth of Mobile Users Sept 2003 Rohit Kapoor CSD, UCLA Estimating Bandwidth of

Estimating Bandwidth of Mobile Users Sept 2003 Rohit Kapoor CSD, UCLA Estimating Bandwidth of Mobile Users Mobile, Wireless User Different possible wireless interfaces Bluetooth, 802.11, 1xRTT, GPRS etc Different bandwidths

641 views • 24 slides
Meet Your Power Users November 2013 The worlds first and largest mobile rewards and

Meet Your Power Users November 2013 The worlds first and largest mobile rewards and

m Meet Your Power Users November 2013 The worlds first and largest mobile rewards and loyalty platform 2 Our Approach Identify your best users Identify your best users Lear Learn about what makes them tick n about what

529 views • 28 slides
Mobile, Metrics & Mayhem Mobile Analytics Making sense from data your users give you

Mobile, Metrics & Mayhem Mobile Analytics Making sense from data your users give you

Mobile, Metrics & Mayhem Mobile Analytics Making sense from data your users give you Presentation by: Vincent Baskerville | @whoisvince vince baskerville | @whoisvince realize your brand nation prove the business value guide

585 views • 44 slides
Taming the Mobile Beast Patrick Meenan Matt Welsh @patmeenan @mdwelsh

Taming the Mobile Beast Patrick Meenan Matt Welsh @patmeenan @mdwelsh

Taming the Mobile Beast Patrick Meenan Matt Welsh @patmeenan @mdwelsh http://www.flickr.com/photos/nao-cha/2660459899/ Google, Inc. Google, Inc. Mobile is huge! 2.25B Global Internet Users 1.1B Mobile Users Source: UN/ITU

1.17k views • 97 slides
How are mobile phone users spied on in Birmingham? @OpenRightsBrum About About ORG ORG Bi

How are mobile phone users spied on in Birmingham? @OpenRightsBrum About About ORG ORG Bi

How are mobile phone users spied on in Birmingham? @OpenRightsBrum About About ORG ORG Bi Birmi rmingham ngham Local branch of the Open Rights Group (ORG) ORG is the UK's only digital campaigning organisation working to protect the

251 views • 24 slides
CS 528 Mobile and Ubiquitous Computing Lecture 11b: Mobile Security and Mobile Software

CS 528 Mobile and Ubiquitous Computing Lecture 11b: Mobile Security and Mobile Software

CS 528 Mobile and Ubiquitous Computing Lecture 11b: Mobile Security and Mobile Software Vulnerabilities Emmanuel Agu Authentication using Biometrics Biometrics Passwords tough to remember, manage Many users have simple passwords (e.g.

506 views • 34 slides
CS 528 Mobile and Ubiquitous Computing Lecture 9b: Mobile Security and Mobile Measurements

CS 528 Mobile and Ubiquitous Computing Lecture 9b: Mobile Security and Mobile Measurements

CS 528 Mobile and Ubiquitous Computing Lecture 9b: Mobile Security and Mobile Measurements Emmanuel Agu Authentication using Biometrics Biometrics Passwords tough to remember, manage Many users have simple passwords (e.g. 1234) or do

827 views • 54 slides
CS 528 Mobile and Ubiquitous Computing Lecture 10b: Mobile Security and Mobile Measurements

CS 528 Mobile and Ubiquitous Computing Lecture 10b: Mobile Security and Mobile Measurements

CS 528 Mobile and Ubiquitous Computing Lecture 10b: Mobile Security and Mobile Measurements Emmanuel Agu Authentication using Biometrics Biometrics Passwords tough to remember, manage Many users have simple passwords (e.g. 1234) or do

780 views • 54 slides
Collaboration Mobile Convergence In partnership with Enterprise communication TREND

Collaboration Mobile Convergence In partnership with Enterprise communication TREND

Collaboration Mobile Convergence In partnership with Enterprise communication TREND collaborate anywhere The world goes mobile Users want flexibility at work 9b mobile subscriptions by 2022, of which more 1.9b people in the global mobile

73 views • 6 slides
PrefMiner: Mining Users Preferences for Intelligent Mobile

PrefMiner: Mining Users Preferences for Intelligent Mobile

PrefMiner: Mining Users Preferences for Intelligent Mobile No5fica5on Management Abhinav Mehrotra Robert Hendley Mirco Musolesi University College London University of

871 views • 43 slides
Mobile and Ubiquitous Computing on Smartphones Lecture 10b: Mobile Security and Mobile Software

Mobile and Ubiquitous Computing on Smartphones Lecture 10b: Mobile Security and Mobile Software

Mobile and Ubiquitous Computing on Smartphones Lecture 10b: Mobile Security and Mobile Software Vulnerabilities Emmanuel Agu Authentication using Biometrics Biometrics Passwords tough to remember, manage Many users have simple passwords

520 views • 38 slides
Authenticating Micro-controllers P . Schaumont Bradley Department of Electrical and Computer

Authenticating Micro-controllers P . Schaumont Bradley Department of Electrical and Computer

Introduction Preliminaries Authentication Signing Outlook Authenticating Micro-controllers P . Schaumont Bradley Department of Electrical and Computer Engineering Virginia Tech Blacksburg, VA Design and Security of Cryptographic

752 views • 41 slides
Alabama Department of Revenue eID Program: Authenticating Taxpayers with Biometrics BRENDA R.

Alabama Department of Revenue eID Program: Authenticating Taxpayers with Biometrics BRENDA R.

Alabama Department of Revenue eID Program: Authenticating Taxpayers with Biometrics BRENDA R. COONE DEPUTY COMMISSIONER 8/2018 Topics to be covered What problem were we attempting to address? Why did we select this solution?

453 views • 22 slides
Behavioral Knowledge from GPS Traces for Categorizing Mobile Users S O U R S E : W W W 2 0 1 7

Behavioral Knowledge from GPS Traces for Categorizing Mobile Users S O U R S E : W W W 2 0 1 7

Modeling of Human Movement Behavioral Knowledge from GPS Traces for Categorizing Mobile Users S O U R S E : W W W 2 0 1 7 A D V I S O R : J I A - L I N G KO H S P E A K E R : H S I U - Y I , C H U D AT E : 2 0 1 7 / 1 1 / 7 Outline

596 views • 28 slides
Ubiquitous and Mobile Computing CS 525M: Mobile MapReduce: Minimizing Response Time of Computing

Ubiquitous and Mobile Computing CS 525M: Mobile MapReduce: Minimizing Response Time of Computing

Ubiquitous and Mobile Computing CS 525M: Mobile MapReduce: Minimizing Response Time of Computing Intensive Mobile Applications Vijay Sukhadeve Computer Science Dept. Worcester Polytechnic Institute (WPI) Introduction/motivation overall users

548 views • 18 slides

More recommend