Experimental assessment of probabilistic fingerprinting codes over AWGN channel

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Abstract

The estimation of the false-positive probability has been an important concern for fingerprinting codes, and the formula of the probability has been derived under a restricted assumption and statistic model. In this paper, we first analyze the statistic behavior of the value of score derived from the correlation between a pirated codeword and codewords of all users when some bits are flipped. Then, the derivation of the score is adaptively designed to consider the attack model such that a pirated codeword is distorted by additive white Gaussian noise. The traceability and probability of false-positive are estimated by Monte-Carlo simulation, and the validity of the Gaussian approximation for the distribution of score is evaluated for probabilistic fingerprinting codes.

Original languageEnglish
Title of host publicationAdvances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings
Pages117-132
Number of pages16
Volume6434 LNCS
DOIs
Publication statusPublished - 2010
Externally publishedYes
Event5th International Workshop on Security on Advances in Information and Computer Security, IWSEC 2010 - Kobe, Japan
Duration: Nov 22 2010Nov 24 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume6434 LNCS
ISSN (Print)03029743
ISSN (Electronic)16113349

Other

Other5th International Workshop on Security on Advances in Information and Computer Security, IWSEC 2010
CountryJapan
CityKobe
Period11/22/1011/24/10

Fingerprint

Fingerprinting
False Positive
Statistic
Statistics
Gaussian Approximation
Traceability
Gaussian White Noise
Monte Carlo Simulation
Attack
Model

ASJC Scopus subject areas

  • Computer Science(all)
  • Theoretical Computer Science

Cite this

Kuribayashi, M. (2010). Experimental assessment of probabilistic fingerprinting codes over AWGN channel. In Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings (Vol. 6434 LNCS, pp. 117-132). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6434 LNCS). https://doi.org/10.1007/978-3-642-16825-3_9

Experimental assessment of probabilistic fingerprinting codes over AWGN channel. / Kuribayashi, Minoru.

Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings. Vol. 6434 LNCS 2010. p. 117-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6434 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kuribayashi, M 2010, Experimental assessment of probabilistic fingerprinting codes over AWGN channel. in Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings. vol. 6434 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6434 LNCS, pp. 117-132, 5th International Workshop on Security on Advances in Information and Computer Security, IWSEC 2010, Kobe, Japan, 11/22/10. https://doi.org/10.1007/978-3-642-16825-3_9
Kuribayashi M. Experimental assessment of probabilistic fingerprinting codes over AWGN channel. In Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings. Vol. 6434 LNCS. 2010. p. 117-132. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-16825-3_9
Kuribayashi, Minoru. / Experimental assessment of probabilistic fingerprinting codes over AWGN channel. Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings. Vol. 6434 LNCS 2010. pp. 117-132 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
@inproceedings{cb59ba541ea6438d958a501516c027f1,
title = "Experimental assessment of probabilistic fingerprinting codes over AWGN channel",
abstract = "The estimation of the false-positive probability has been an important concern for fingerprinting codes, and the formula of the probability has been derived under a restricted assumption and statistic model. In this paper, we first analyze the statistic behavior of the value of score derived from the correlation between a pirated codeword and codewords of all users when some bits are flipped. Then, the derivation of the score is adaptively designed to consider the attack model such that a pirated codeword is distorted by additive white Gaussian noise. The traceability and probability of false-positive are estimated by Monte-Carlo simulation, and the validity of the Gaussian approximation for the distribution of score is evaluated for probabilistic fingerprinting codes.",
author = "Minoru Kuribayashi",
year = "2010",
doi = "10.1007/978-3-642-16825-3_9",
language = "English",
isbn = "3642168248",
volume = "6434 LNCS",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
pages = "117--132",
booktitle = "Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings",

}

TY - GEN

T1 - Experimental assessment of probabilistic fingerprinting codes over AWGN channel

AU - Kuribayashi, Minoru

PY - 2010

Y1 - 2010

N2 - The estimation of the false-positive probability has been an important concern for fingerprinting codes, and the formula of the probability has been derived under a restricted assumption and statistic model. In this paper, we first analyze the statistic behavior of the value of score derived from the correlation between a pirated codeword and codewords of all users when some bits are flipped. Then, the derivation of the score is adaptively designed to consider the attack model such that a pirated codeword is distorted by additive white Gaussian noise. The traceability and probability of false-positive are estimated by Monte-Carlo simulation, and the validity of the Gaussian approximation for the distribution of score is evaluated for probabilistic fingerprinting codes.

AB - The estimation of the false-positive probability has been an important concern for fingerprinting codes, and the formula of the probability has been derived under a restricted assumption and statistic model. In this paper, we first analyze the statistic behavior of the value of score derived from the correlation between a pirated codeword and codewords of all users when some bits are flipped. Then, the derivation of the score is adaptively designed to consider the attack model such that a pirated codeword is distorted by additive white Gaussian noise. The traceability and probability of false-positive are estimated by Monte-Carlo simulation, and the validity of the Gaussian approximation for the distribution of score is evaluated for probabilistic fingerprinting codes.

UR - http://www.scopus.com/inward/record.url?scp=78650004507&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78650004507&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-16825-3_9

DO - 10.1007/978-3-642-16825-3_9

M3 - Conference contribution

SN - 3642168248

SN - 9783642168246

VL - 6434 LNCS

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 117

EP - 132

BT - Advances in Information and Computer Security - 5th International Workshop on Security, IWSEC 2010, Proceedings

ER -