Securing Big Data Environments from Attacks

Udaya Tupakula; Vijay Varadharajan

doi:10.1109/BigDataSecurity-HPSC-IDS.2016.74

Securing Big Data Environments from Attacks

Udaya Tupakula, Vijay Varadharajan

Computer Science

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

2 Citations (Scopus)

Abstract

In this paper we propose techniques for securing big data environments such as public cloud with tenants using their virtual machines for different services such as utility and healthcare. Our model makes use of state based monitoring of the data sources for service specific detection of the attacks and offline traffic analysis of multiple data sources to detect attacks such as botnets.

Original language	English
Title of host publication	2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS)
Editors	Meikang Qiu
Place of Publication	United States of America
Publisher	Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS)
Pages	109-112
ISBN (Print)	9781509024025
DOIs	https://doi.org/10.1109/BigDataSecurity-HPSC-IDS.2016.74
Publication status	Published - 31 Dec 2016
Event	The Second IEEE International Conference on Big Data Security on Cloud - New York, United States of America Duration: 9 Apr 2016 → 10 Apr 2016

Conference

Conference	The Second IEEE International Conference on Big Data Security on Cloud
City	New York, United States of America
Period	9/04/16 → 10/04/16

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https://hdl.handle.net/1959.11/57292

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Tupakula, U., & Varadharajan, V. (2016). Securing Big Data Environments from Attacks. In M. Qiu (Ed.), 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS) (pp. 109-112). Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS). https://doi.org/10.1109/BigDataSecurity-HPSC-IDS.2016.74

Tupakula, Udaya ; Varadharajan, Vijay. / Securing Big Data Environments from Attacks. 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS). editor / Meikang Qiu. United States of America : Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS), 2016. pp. 109-112

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title = "Securing Big Data Environments from Attacks",

abstract = "In this paper we propose techniques for securing big data environments such as public cloud with tenants using their virtual machines for different services such as utility and healthcare. Our model makes use of state based monitoring of the data sources for service specific detection of the attacks and offline traffic analysis of multiple data sources to detect attacks such as botnets.",

author = "Udaya Tupakula and Vijay Varadharajan",

year = "2016",

month = dec,

day = "31",

doi = "10.1109/BigDataSecurity-HPSC-IDS.2016.74",

language = "English",

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pages = "109--112",

editor = "Meikang Qiu",

booktitle = "2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS)",

publisher = "Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS)",

note = "The Second IEEE International Conference on Big Data Security on Cloud ; Conference date: 09-04-2016 Through 10-04-2016",

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Tupakula, U & Varadharajan, V 2016, Securing Big Data Environments from Attacks. in M Qiu (ed.), 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS). Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS), United States of America, pp. 109-112, The Second IEEE International Conference on Big Data Security on Cloud, New York, United States of America, 9/04/16. https://doi.org/10.1109/BigDataSecurity-HPSC-IDS.2016.74

Securing Big Data Environments from Attacks. / Tupakula, Udaya; Varadharajan, Vijay.
2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS). ed. / Meikang Qiu. United States of America: Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS), 2016. p. 109-112.

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

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AU - Varadharajan, Vijay

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AB - In this paper we propose techniques for securing big data environments such as public cloud with tenants using their virtual machines for different services such as utility and healthcare. Our model makes use of state based monitoring of the data sources for service specific detection of the attacks and offline traffic analysis of multiple data sources to detect attacks such as botnets.

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BT - 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS)

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Tupakula U, Varadharajan V. Securing Big Data Environments from Attacks. In Qiu M, editor, 2016 IEEE 2nd International Conference on Big Data Security on Cloud (BigDataSecurity), IEEE International Conference on High Performance and Smart Computing (HPSC), and IEEE International Conference on Intelligent Data and Security (IDS). United States of America: Institute of Electrical and Electronics Engineers Computer Society, Conference Publishing Services (CPS). 2016. p. 109-112 doi: 10.1109/BigDataSecurity-HPSC-IDS.2016.74

Securing Big Data Environments from Attacks

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