Entry Serwadda:2016:TRR from tissec.bib
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BibTeX entry
@Article{Serwadda:2016:TRR,
author = "Abdul Serwadda and Vir V. Phoha and Zibo Wang and
Rajesh Kumar and Diksha Shukla",
title = "Toward Robotic Robbery on the Touch Screen",
journal = j-TISSEC,
volume = "18",
number = "4",
pages = "14:1--14:??",
month = may,
year = "2016",
CODEN = "ATISBQ",
DOI = "https://doi.org/10.1145/2898353",
ISSN = "1094-9224 (print), 1557-7406 (electronic)",
ISSN-L = "1094-9224",
bibdate = "Sat May 21 08:19:26 MDT 2016",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/tissec.bib",
abstract = "Despite the tremendous amount of research fronting the
use of touch gestures as a mechanism of continuous
authentication on smart phones, very little research
has been conducted to evaluate how these systems could
behave if attacked by sophisticated adversaries. In
this article, we present two Lego-driven robotic
attacks on touch-based authentication: a population
statistics-driven attack and a user-tailored attack.
The population statistics-driven attack is based on
patterns gleaned from a large population of users,
whereas the user-tailored attack is launched based on
samples stolen from the victim. Both attacks are
launched by a Lego robot that is trained on how to
swipe on the touch screen. Using seven verification
algorithms and a large dataset of users, we show that
the attacks cause the system's mean false acceptance
rate (FAR) to increase by up to fivefold relative to
the mean FAR seen under the standard zero-effort
impostor attack. The article demonstrates the threat
that robots pose to touch-based authentication and
provides compelling evidence as to why the zero-effort
attack should cease to be used as the benchmark for
touch-based authentication systems.",
acknowledgement = ack-nhfb,
articleno = "14",
fjournal = "ACM Transactions on Information and System Security",
journal-URL = "http://portal.acm.org/browse_dl.cfm?idx=J789",
}
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13(4)29,
13(4)34,
14(1)3,
14(1)12,
14(1)13,
14(3)27,
15(1)3,
15(1)5,
15(3)12,
15(4)17,
15(4)18,
16(2)7,
16(2)8,
16(3)10,
17(1)1,
17(2)7,
17(3)9,
17(4)13,
18(1)3,
18(2)5,
18(2)6,
18(3)9,
18(4)13
- using,
2(2)138,
2(2)177,
2(3)332,
4(3)289,
6(2)258,
6(3)327,
9(2)113,
9(2)162,
9(2)181,
9(3)292,
9(3)325,
9(4)461,
10(1)4,
10(2)8,
10(3)11,
10(4)3,
10(4)6,
11(1)2,
11(2)1,
11(2)2,
11(2)3,
11(3)14,
11(4)19,
11(4)21,
12(2)10,
12(2)11,
13(1)2,
13(1)8,
13(3)20,
13(3)26,
13(4)31,
13(4)35,
13(4)39,
14(1)3,
14(1)12,
14(1)14,
14(3)27,
15(1)2,
15(3)11,
15(3)12,
15(4)15,
15(4)17,
16(1)1,
16(1)2,
16(1)4,
16(2)5,
16(2)6,
16(3)10,
16(4)17,
17(1)1,
17(2)5,
17(3)10,
17(3)11,
17(4)13,
17(4)14,
17(4)16,
18(2)7,
18(2)8,
18(3)10,
18(3)11
- verification,
2(3)332,
3(1)51,
8(3)287,
10(2)5,
10(2)6,
10(2)7,
10(3)9,
10(3)11,
11(2)5,
11(3)14,
12(1)3,
12(1)6,
14(1)5,
14(3)25,
14(4)32,
15(1)3,
15(2)9,
15(4)18,
16(2)8,
17(2)6,
18(2)6,
18(2)8,
18(3)11
- very,
1(1)3,
2(1)65,
2(3)269,
10(4)1,
11(2)5,
11(3)14,
11(4)18,
13(3)22,
13(3)27,
14(1)2,
15(1)2,
15(3)12,
16(1)1,
16(3)11,
16(4)13,
17(3)10,
17(4)15,
17(4)16,
18(2)7,
18(3)11,
18(4)12
- victim,
12(2)13,
15(4)16,
16(4)16,
17(2)8
- whereas,
12(3)18,
17(1)2
- zero-effort,
16(2)8