a tap and gesture hybrid method for authenticating smartphone … · 2018-01-04 · a tap and...

1
User Authentication Has been a persistent problem as most popular techniques have security issues: o Limited unique password combinations Digit lock: 10,000 4-digit Pattern lock: 3,89,112 Android OS o Other approaches: Very different Thus, harder to adapt Accuracy Significantly more error prone No significant effect of block Theoretically, hybrid is harder to penetrate Also slower and more error prone o A longitudinal study is necessary User feedback is generally positive Summary Experiment I: Novice Three 4-symbol password types: 1. Digits only 2. Gesture only 3. Hybrid Investigated user performance A Pilot Study A Tap and Gesture Hybrid Method for Authenticating Smartphone Users Ahmed Sabbir Arif 1,2 , Michel Pahud 1 , Ken Hinckley 1 , Bill Buxton 1 1 Microsoft Research, One Microsoft Way, Redmond, WA 98052 USA 2 York University, Toronto, Ontario M3J 1P3 Canada The Hybrid Technique Augments four gestures to each numeric key (0-9) Similar to digit lock, easier to adapt Increases unique combinations: Hybrid: 62,50,000 4-symbol 3 RIGHT DOWN LEFT UP Apparatus Nokia Lumia 800 with Windows Phone 7 OS A custom app replicated the default lock-screen Within-subjects design: 12 participants × 3 counterbalanced conditions (3 passwords) × 3 blocks × 35 attempts = 3,780 in total. Entry Speed Significantly slower Significant effect of block on gesture User Feedback 67% felt comfortable 100% felt more secure 83% found hybrid harder to memorize

Upload: others

Post on 07-Jul-2020

0 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: A Tap and Gesture Hybrid Method for Authenticating Smartphone … · 2018-01-04 · A Tap and Gesture Hybrid Method for Authenticating Smartphone Users Ahmed Sabbir Arif1,2, Michel

User Authentication Has been a persistent problem as most popular

techniques have security issues: o Limited unique password combinations Digit lock: 10,000 4-digit Pattern lock: 3,89,112 Android OS

o Other approaches: Very different Thus, harder to adapt

Accuracy Significantly more error prone No significant effect of block

Theoretically, hybrid is harder to penetrate Also slower and more error prone

o A longitudinal study is necessary User feedback is generally positive

Summary Experiment I: Novice

Three 4-symbol password types: 1. Digits only 2. Gesture only 3. Hybrid

Investigated user performance

A Pilot Study

A Tap and Gesture Hybrid Method for Authenticating Smartphone Users Ahmed Sabbir Arif1,2, Michel Pahud1, Ken Hinckley1, Bill Buxton1

1Microsoft Research, One Microsoft Way, Redmond, WA 98052 USA 2York University, Toronto, Ontario M3J 1P3 Canada

The Hybrid Technique Augments four gestures to each numeric key (0-9)

Similar to digit lock, easier to adapt Increases unique combinations:

Hybrid: 62,50,000 4-symbol

3 RIGHT

DOW

N

LEFT

UP

Apparatus Nokia Lumia 800 with Windows Phone 7 OS A custom app replicated the default lock-screen

Within-subjects design:

12 participants × 3 counterbalanced conditions (3 passwords) × 3 blocks × 35 attempts = 3,780 in total.

Entry Speed Significantly slower Significant effect of block on gesture

User Feedback 67% felt comfortable 100% felt more secure 83% found hybrid harder to memorize