Entry Ding:2015:VED from tissec.bib
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BibTeX entry
@Article{Ding:2015:VED,
author = "Steven H. H. Ding and Benjamin C. M. Fung and Mourad
Debbabi",
title = "A Visualizable Evidence-Driven Approach for Authorship
Attribution",
journal = j-TISSEC,
volume = "17",
number = "3",
pages = "12:1--12:??",
month = mar,
year = "2015",
CODEN = "ATISBQ",
DOI = "https://doi.org/10.1145/2699910",
ISSN = "1094-9224 (print), 1557-7406 (electronic)",
ISSN-L = "1094-9224",
bibdate = "Fri Mar 27 17:03:46 MDT 2015",
bibsource = "http://portal.acm.org/;
http://www.math.utah.edu/pub/tex/bib/tissec.bib",
abstract = "The Internet provides an ideal anonymous channel for
concealing computer-mediated malicious activities, as
the network-based origins of critical electronic
textual evidence (e.g., emails, blogs, forum posts,
chat logs, etc.) can be easily repudiated. Authorship
attribution is the study of identifying the actual
author of the given anonymous documents based on the
text itself, and for decades, many linguistic
stylometry and computational techniques have been
extensively studied for this purpose. However, most of
the previous research emphasizes promoting the
authorship attribution accuracy, and few works have
been done for the purpose of constructing and
visualizing the evidential traits. In addition, these
sophisticated techniques are difficult for cyber
investigators or linguistic experts to interpret. In
this article, based on the End-to-End Digital
Investigation (EEDI) framework, we propose a
visualizable evidence-driven approach, namely VEA,
which aims at facilitating the work of cyber
investigation. Our comprehensive controlled experiment
and the stratified experiment on the real-life Enron
email dataset demonstrate that our approach can achieve
even higher accuracy than traditional methods;
meanwhile, its output can be easily visualized and
interpreted as evidential traits. In addition to
identifying the most plausible author of a given text,
our approach also estimates the confidence for the
predicted result based on a given identification
context and presents visualizable linguistic evidence
for each candidate.",
acknowledgement = ack-nhfb,
articleno = "12",
fjournal = "ACM Transactions on Information and System Security",
journal-URL = "http://portal.acm.org/browse_dl.cfm?idx=J789",
}
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2(2)177,
2(3)295,
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15(2)6,
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16(3)9,
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17(1)4,
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18(4)13
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14(3)26
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1(1)3,
1(1)26,
2(2)159,
2(3)295,
2(3)332,
2(4)416,
9(3)259,
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10(4)5,
11(2)2,
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13(2)15,
13(4)35,
15(1)4,
15(2)10,
15(3)12,
15(4)15,
15(4)17,
18(3)9
- most,
2(3)332,
9(4)391,
11(2)2,
11(3)12,
11(4)22,
12(2)8,
12(2)12,
12(3)14,
12(4)21,
13(1)10,
13(3)27,
13(4)30,
14(3)27,
15(1)5,
15(2)6,
15(4)15,
15(4)18,
16(1)4,
16(2)6,
16(4)13,
16(4)14,
17(3)11,
17(4)16,
18(1)1
- namely,
12(2)13,
13(1)10,
13(3)26,
18(1)4,
18(2)5
- network-based,
2(4)354
- origin,
10(3)11
- output,
10(4)3,
13(1)10,
14(1)7,
14(3)26,
14(4)30,
16(2)6
- plausible,
10(3)9
- post,
12(2)9,
16(2)6
- present,
1(1)26,
2(1)3,
2(1)65,
2(2)177,
2(3)230,
2(3)269,
2(3)295,
2(4)354,
7(2)319,
9(2)181,
9(4)461,
10(1)2,
10(2)7,
10(3)10,
10(3)11,
10(3)12,
10(4)2,
10(4)3,
11(1)2,
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11(2)2,
11(2)5,
11(3)14,
11(4)22,
12(1)2,
12(1)4,
12(2)10,
12(2)11,
12(3)14,
12(3)15,
12(3)16,
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13(1)10,
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13(3)22,
13(3)25,
13(3)28,
13(4)29,
13(4)41,
14(1)4,
14(1)5,
14(1)6,
15(1)2,
15(2)6,
15(2)8,
15(2)10,
15(3)12,
15(3)13,
15(4)16,
15(4)18,
16(2)6,
16(2)7,
16(4)13,
16(4)14,
17(1)4,
17(2)6,
17(2)7,
17(2)8,
17(3)9,
17(4)14,
17(4)15,
17(4)16,
18(1)3,
18(1)4,
18(2)7,
18(3)9,
18(3)10,
18(3)11,
18(4)12,
18(4)14
- previous,
1(1)3,
1(1)93,
2(2)138,
11(2)3,
11(4)20,
12(3)16,
12(3)18,
13(1)10,
13(3)25,
14(1)3,
14(1)4,
15(2)9,
15(2)10,
16(2)5,
16(4)13,
16(4)15,
16(4)17
- propose,
1(1)26,
2(1)65,
2(2)138,
2(3)269,
9(2)162,
9(4)391,
9(4)421,
10(1)3,
10(1)4,
10(3)12,
10(4)1,
10(4)3,
10(4)4,
10(4)6,
11(1)3,
11(1)4,
11(3)12,
11(3)15,
11(4)18,
11(4)19,
11(4)23,
12(1)4,
12(2)8,
12(2)11,
12(2)13,
12(3)18,
13(3)28,
13(4)32,
13(4)36,
13(4)40,
13(4)41,
14(1)5,
14(1)10,
14(1)11,
14(3)24,
14(3)26,
14(4)30,
15(2)7,
15(4)17,
16(1)2,
16(4)15,
16(4)16,
17(1)1,
17(3)10,
17(3)11,
17(4)13,
17(4)14,
18(1)2,
18(2)7
- provide,
1(1)3,
1(1)93,
2(1)3,
2(1)34,
2(1)65,
2(1)105,
2(3)230,
2(4)390,
7(2)319,
10(1)3,
10(2)8,
10(3)10,
10(4)2,
10(4)6,
11(1)3,
11(1)4,
11(2)2,
11(3)12,
11(3)13,
11(4)17,
11(4)20,
11(4)23,
12(1)2,
12(1)3,
12(2)8,
12(2)9,
12(3)14,
12(3)15,
12(3)16,
12(4)22,
13(3)22,
13(3)24,
13(4)31,
13(4)34,
13(4)38,
13(4)41,
14(1)4,
14(1)7,
14(1)8,
14(3)25,
14(4)28,
15(2)6,
15(2)10,
15(4)17,
15(4)18,
16(1)3,
16(2)5,
16(3)9,
16(3)11,
16(4)17,
17(2)5,
17(3)11,
17(4)16,
18(1)1,
18(1)2,
18(2)5,
18(2)7,
18(4)13,
18(4)14
- purpose,
10(3)9,
10(4)4,
11(4)20,
12(2)11,
13(3)22,
13(3)24,
14(1)14,
16(3)10,
16(4)17,
17(1)3,
18(1)1
- real-life,
9(2)162,
15(2)10
- research,
2(1)65,
13(3)27,
15(2)10,
15(3)12,
16(2)8,
16(3)10,
18(1)1,
18(4)13,
18(4)14
- result,
1(1)3,
1(1)26,
2(3)230,
2(4)390,
9(2)162,
10(1)3,
10(1)4,
10(2)5,
10(2)6,
10(3)9,
10(3)11,
10(4)2,
10(4)5,
11(2)3,
11(2)5,
11(3)13,
11(3)15,
11(4)18,
11(4)20,
11(4)21,
11(4)22,
12(1)4,
12(2)9,
12(3)14,
12(3)17,
13(1)10,
13(3)22,
13(3)24,
13(3)25,
13(4)33,
13(4)35,
14(1)2,
14(1)14,
14(2)19,
15(1)5,
15(2)7,
15(2)8,
15(3)12,
15(3)13,
15(3)14,
15(4)15,
16(1)2,
16(1)3,
16(2)5,
16(2)6,
16(2)7,
16(3)10,
16(3)11,
16(4)14,
16(4)17,
17(2)7,
17(3)9,
17(3)10,
17(4)14,
18(1)4,
18(2)5,
18(2)6,
18(3)9,
18(3)11,
18(4)12,
18(4)13
- sophisticated,
2(4)416,
16(4)17,
18(4)14
- studied,
9(4)391,
10(3)9,
11(4)17,
12(1)6,
12(2)8
- study,
2(3)230,
2(4)416,
7(2)206,
10(2)5,
10(4)5,
11(1)3,
11(2)3,
11(4)23,
12(1)6,
12(3)14,
12(4)20,
13(4)40,
14(1)7,
14(2)18,
14(2)19,
15(1)5,
15(2)7,
15(2)8,
15(2)10,
15(3)13,
17(1)1,
17(2)7,
17(4)14,
18(1)1,
18(1)2,
18(1)4,
18(2)5,
18(2)7,
18(3)9,
18(4)13
- stylometry,
15(3)12
- technique,
1(1)3,
2(2)138,
2(3)230,
2(3)295,
2(4)416,
7(2)274,
9(4)391,
9(4)461,
10(2)6,
10(3)9,
10(4)6,
11(2)2,
11(3)12,
11(3)16,
11(4)17,
11(4)18,
11(4)22,
12(1)4,
12(2)11,
12(2)13,
12(3)16,
12(3)18,
13(3)22,
13(3)25,
13(3)28,
13(4)32,
13(4)33,
13(4)35,
13(4)36,
13(4)39,
14(1)3,
14(1)5,
14(1)6,
14(1)13,
14(3)24,
14(4)32,
15(1)2,
15(1)5,
15(2)7,
15(2)8,
15(3)12,
15(4)17,
15(4)18,
16(1)2,
16(2)6,
16(2)7,
16(3)11,
16(4)13,
16(4)14,
17(3)9,
17(4)16,
18(1)2,
18(2)6,
18(3)11
- text,
8(3)312,
15(3)12
- than,
2(1)3,
2(1)65,
2(3)332,
9(4)391,
9(4)461,
10(1)4,
11(2)3,
11(2)6,
11(3)14,
12(1)1,
12(2)10,
12(3)16,
12(4)22,
13(1)10,
13(3)21,
13(4)29,
13(4)31,
13(4)35,
14(3)27,
14(4)31,
15(1)5,
15(2)9,
15(2)10,
15(4)15,
15(4)16,
16(2)8,
16(4)17,
17(1)2,
17(3)9,
17(3)10,
17(4)14,
17(4)16,
18(4)13
- to-End, End-,
13(3)21
- traditional,
1(1)93,
2(3)269,
10(4)4,
11(4)22,
12(1)3,
12(2)10,
12(4)21,
14(1)3,
15(1)2,
16(2)8,
17(1)2,
17(4)14,
17(4)16,
18(2)7
- traits,
16(2)8
- work,
2(2)138,
2(3)269,
2(4)416,
10(3)10,
10(4)6,
11(2)2,
11(2)3,
11(3)15,
11(4)17,
11(4)19,
12(2)10,
12(2)11,
12(2)12,
12(3)16,
12(3)17,
12(3)18,
13(3)25,
13(4)38,
14(1)2,
14(1)14,
15(2)7,
15(2)10,
15(3)12,
15(4)15,
15(4)17,
16(1)3,
16(1)4,
16(2)8,
16(3)10,
16(3)11,
16(4)13,
16(4)15,
18(2)6,
18(4)13