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A First Look at Power Attacks in Multi-Tenant Data Centers

Islam, Mohammad A. and Ren, Shaolei and Wierman, Adam (2017) A First Look at Power Attacks in Multi-Tenant Data Centers. Performance Evaluation Review, 45 (2). pp. 91-93. ISSN 0163-5999. https://resolver.caltech.edu/CaltechAUTHORS:20180409-162520179

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Abstract

Oversubscription increases the utilization of expensive power infrastructure in multi-tenant data centers, but it can create dangerous emergencies and outages if the designed power capacity is exceeded. Despite the safeguards in place today to prevent power outages, this extended abstract demonstrates that multi-tenant data centers are vulnerable to well-timed power attacks launched by a malicious tenant (i.e., attacker). Further, we show that there is a physical side channel -- a thermal side channel due to hot air recirculation -- that contains information about the benign tenants' runtime power usage. We develop a state-augmented Kalman filter that guides an attacker to precisely time its power attacks at moments that coincide with the benign tenants' high power demand, thus overloading the designed power capacity. Our experimental results show that an attacker can capture 53% of all attack opportunities, significantly compromising the data center availability.


Item Type:Article
Related URLs:
URLURL TypeDescription
https://doi.org/10.1145/3152042.3152070DOIArticle
https://dl.acm.org/citation.cfm?id=3152070PublisherArticle
Additional Information:Copyright is held by author/owner(s). This work was supported in part by the U.S. NSF under grants CNS-1551661, CNS-1565474, and ECCS-1610471.
Funders:
Funding AgencyGrant Number
NSFCNS-1551661
NSFCNS-1565474
NSFECCS-1610471
Issue or Number:2
Record Number:CaltechAUTHORS:20180409-162520179
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20180409-162520179
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:85707
Collection:CaltechAUTHORS
Deposited By: George Porter
Deposited On:10 Apr 2018 14:41
Last Modified:03 Oct 2019 19:34

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