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Proactive Security Analysis of Changes in Virtualized Infrastructures

Published: 07 December 2015 Publication History

Abstract

The pervasiveness of cloud computing can be attributed to its scale and elasticity. However, the operational complexity of the underlying cloud infrastructure is high, due to its dynamics, multi-tenancy, and size. Misconfigurations and insider attacks carry significant operational and security risks, such as breaches in tenant isolation put both the infrastructure provider and the consumers at risk.
We tackle this challenge by establishing a practical security system, called Weatherman, that proactively analyzes changes induced by management operations with respect to security policies. We achieve this by contributing the first formal model of cloud management operations that captures their impact on the infrastructure in the form of graph transformations. Our approach combines such a model of operations with an information flow analysis suited for isolation as well as a policy verifier for a variety of security and operational policies. Our system provides a run-time enforcement of infrastructure security policies, as well as a what-if analysis for change planning.

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      cover image ACM Other conferences
      ACSAC '15: Proceedings of the 31st Annual Computer Security Applications Conference
      December 2015
      489 pages
      ISBN:9781450336826
      DOI:10.1145/2818000
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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      New York, NY, United States

      Publication History

      Published: 07 December 2015

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      Cited By

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      • (2024)Network Topology Based Identification and Analysis of Security Threats in Data CentresDigital Business and Intelligent Systems10.1007/978-3-031-63543-4_11(161-176)Online publication date: 23-Jun-2024
      • (2023)Kunerva: Automated Network Policy Discovery Framework for ContainersIEEE Access10.1109/ACCESS.2023.331028111(95616-95631)Online publication date: 2023
      • (2023)VinciDecoder: Automatically Interpreting Provenance Graphs into Textual Forensic Reports with Application to OpenStackSecure IT Systems10.1007/978-3-031-22295-5_19(346-367)Online publication date: 1-Jan-2023
      • (2022)A Survey of Practical Formal Methods for SecurityFormal Aspects of Computing10.1145/352258234:1(1-39)Online publication date: 5-Jul-2022
      • (2022)ProSPEC: Proactive Security Policy Enforcement for ContainersProceedings of the Twelveth ACM Conference on Data and Application Security and Privacy10.1145/3508398.3511515(155-166)Online publication date: 15-Apr-2022
      • (2022) ProSAS : Proactive Security Auditing System for Clouds IEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2021.306220419:4(2517-2534)Online publication date: 1-Jul-2022
      • (2021)SECURITY AUDITING OF INTERNET OF THINGS DEVICES IN A SMART HOMEAdvances in Digital Forensics XVII10.1007/978-3-030-88381-2_11(213-234)Online publication date: 15-Oct-2021
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      • (2020)VMGuard: State-based Proactive Verification of Virtual Network Isolation with Application to NFVIEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2020.3041430(1-1)Online publication date: 2020
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