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Behavioral Biometric System Based on Network Traffic Analysis. / Firsov, Artemiy; Khazankin, Grigory R.

SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. p. 980-982 8958166 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Harvard

Firsov, A & Khazankin, GR 2019, Behavioral Biometric System Based on Network Traffic Analysis. in SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings., 8958166, SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 980-982, 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019, Novosibirsk, Russian Federation, 21.10.2019. https://doi.org/10.1109/SIBIRCON48586.2019.8958166

APA

Firsov, A., & Khazankin, G. R. (2019). Behavioral Biometric System Based on Network Traffic Analysis. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings (pp. 980-982). [8958166] (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIBIRCON48586.2019.8958166

Vancouver

Firsov A, Khazankin GR. Behavioral Biometric System Based on Network Traffic Analysis. In SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. p. 980-982. 8958166. (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings). doi: 10.1109/SIBIRCON48586.2019.8958166

Author

Firsov, Artemiy ; Khazankin, Grigory R. / Behavioral Biometric System Based on Network Traffic Analysis. SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. pp. 980-982 (SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings).

BibTeX

@inproceedings{b04e28ff01fa4b3698c7876522caef51,
title = "Behavioral Biometric System Based on Network Traffic Analysis",
abstract = "Network traffic can be analyzed with various methods. In this work we present the hybrid method of analyzing network traffic data combining signature-based and inference-based approaches. We show that there is the potential of building the bio-metric system upon network traffic data and also show that the identification results for 3 persons identification problem reach 0.95 precision and 0.91 recall metric values.",
keywords = "Behaviometrics, Biometrics, GMMs, Hybrid approach, Identification, Inference-Based approach, Network Traffic Analysis, Signature-based Approach, YAF",
author = "Artemiy Firsov and Khazankin, {Grigory R.}",
note = "Publisher Copyright: {\textcopyright} 2019 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.; 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019 ; Conference date: 21-10-2019 Through 27-10-2019",
year = "2019",
month = oct,
doi = "10.1109/SIBIRCON48586.2019.8958166",
language = "English",
isbn = "978-1-7281-4402-3",
series = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "980--982",
booktitle = "SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings",
address = "United States",

}

RIS

TY - GEN

T1 - Behavioral Biometric System Based on Network Traffic Analysis

AU - Firsov, Artemiy

AU - Khazankin, Grigory R.

N1 - Publisher Copyright: © 2019 IEEE. Copyright: Copyright 2020 Elsevier B.V., All rights reserved.

PY - 2019/10

Y1 - 2019/10

N2 - Network traffic can be analyzed with various methods. In this work we present the hybrid method of analyzing network traffic data combining signature-based and inference-based approaches. We show that there is the potential of building the bio-metric system upon network traffic data and also show that the identification results for 3 persons identification problem reach 0.95 precision and 0.91 recall metric values.

AB - Network traffic can be analyzed with various methods. In this work we present the hybrid method of analyzing network traffic data combining signature-based and inference-based approaches. We show that there is the potential of building the bio-metric system upon network traffic data and also show that the identification results for 3 persons identification problem reach 0.95 precision and 0.91 recall metric values.

KW - Behaviometrics

KW - Biometrics

KW - GMMs

KW - Hybrid approach

KW - Identification

KW - Inference-Based approach

KW - Network Traffic Analysis

KW - Signature-based Approach

KW - YAF

UR - http://www.scopus.com/inward/record.url?scp=85079061390&partnerID=8YFLogxK

U2 - 10.1109/SIBIRCON48586.2019.8958166

DO - 10.1109/SIBIRCON48586.2019.8958166

M3 - Conference contribution

AN - SCOPUS:85079061390

SN - 978-1-7281-4402-3

T3 - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

SP - 980

EP - 982

BT - SIBIRCON 2019 - International Multi-Conference on Engineering, Computer and Information Sciences, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 International Multi-Conference on Engineering, Computer and Information Sciences, SIBIRCON 2019

Y2 - 21 October 2019 through 27 October 2019

ER -

ID: 28278800