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DATS - Data Containers for Web Applications

Published: 19 March 2018 Publication History

Abstract

Data containers enable users to control access to their data while untrusted applications compute on it. However, they require replicating an application inside each container - compromising functionality, programmability, and performance. We propose DATS - a system to run web applications that retains application usability and efficiency through a mix of hardware capability enhanced containers and the introduction of two new primitives modeled after the popular model-view-controller (MVC) pattern. (1) DATS introduces a templating language to create views that compose data across data containers. (2) DATS uses authenticated storage and confinement to enable an untrusted storage service, such as memcached and deduplication, to operate on plain-text data across containers. These two primitives act as robust declassifiers that allow DATS to enforce non-interference across containers, taking large applications out of the trusted computing base (TCB). We showcase eight different web applications including Gitlab and a Slack-like chat, significantly improve the worst-case overheads due to application replication, and demonstrate usable performance for common-case usage.

References

[1]
Advanced multi layered unification filesystem (AUFS). http://aufs. sourceforge.net.
[2]
Celery. http://www.celeryproject.org.
[3]
CVE Details. http://www.cvedetails.com/vulnerability-list.
[4]
Docker. http://docker.com.
[5]
Recent zero-day exploits. https://www.fireeye.com/current-threats/ recent-zero-day-attacks.html.
[6]
Flask. http://flask.pocoo.org.
[7]
Gitlab security vulnerabilities. https://www.cvedetails.com/ vulnerability-list/vendor_id-13074/Gitlab.html.
[8]
20 famous websites vulnerable to cross site scripting (XSS) attack. http://thehackernews.com/2011/09/20-famous-websitesvulnerable- to-cross.html.
[9]
HITRUST alliance. https://hitrustalliance.net. {10} Linux Containers. http://linuxcontainers.org.
[10]
Mattermost security updates. https://about.mattermost.com/securityupdates/.
[11]
Mustache. http://mustache.github.io.
[12]
OWASP top ten project. https://www.owasp.org/index.php/OWASP_ Top_Ten_Project.
[13]
React - a JavaScript library for building user interfaces. http://facebook. github.io/react.
[14]
Redis. http://redis.io.
[15]
Comparison of web template engines. https://en.wikipedia.org/wiki/ Comparison_of_web_template_engines (accessed Aug 2017).
[16]
RFC 6455 - the websocket protocol. https://tools.ietf.org/html/rfc6455.
[17]
Wikipedia - SQL Injection. https://en.wikipedia.org/wiki/SQL_ injection#Examples.
[18]
The security flaws at the heart of the Panama Papers. http://www.wired.co.uk/article/panama-papers-mossack-fonsecawebsite- security-problems.
[19]
WSGI. http://wsgi.org.
[20]
D. Akhawe, F. Li,W. He, P. Saxena, and D. Song. Data-confined HTML5 applications. In Computer Security -- ESORICS, 2013.
[21]
S. Arnautov, B. Trach, F. Gregor, T. Knauth, A. Martin, C. Priebe, J. Lind, D. Muthukumaran, D. O'Keeffe, M. L. Stillwell, D. Goltzsche, D. Eyers, R. Kapitza, P. Pietzuch, and C. Fetzer. SCONE: Secure Linux Containers with Intel SGX. In Symp. on Operating Systems Design and Implementation (OSDI), Nov. 2016.
[22]
A. Askarov, D. Zhang, and A. C. Myers. Predictive black-box mitigation of timing channels. In ACM Conf. on Computer&Communications Security (CCS), Oct. 2011.
[23]
T. H. Austin and C. Flanagan. Multiple facets for dynamic information flow. Jan. 2012.
[24]
A. Aviram, S.-C. Weng, S. Hu, and B. Ford. Efficient system-enforced deterministic parallelism. In Symp. on Operating Systems Design and Implementation (OSDI), Oct. 2012.
[25]
S. Biswas, D. Franklin, A. Savage, R. Dixon, T. Sherwood, and F. T. Chong. Multi-execution: Multicore caching for data-similar executions. In Intl. Symp. on Computer Architecture (ISCA), June 2009.
[26]
M. Castro, M. Costa, and J.-P. Martin. Better bug reporting with better privacy. In Intl. Conf. on Arch. Support for Programming Languages&Operating Systems (ASPLOS), Mar. 2008.
[27]
Y.-Y. Chen, P. A. Jamkhedkar, and R. B. Lee. A software-hardware architecture for self-protecting data. In ACM Conf. on Computer&Communications Security (CCS), Oct. 2012.
[28]
R. Cheng, W. Scott, P. Ellenbogen, J. Howell, F. Roesner, A. Krishnamurthy, and T. Anderson. Radiatus: Strong user isolation for scalable web applications. In ACM Symp. on Cloud Computing (SoCC), Oct. 2016.
[29]
W. W.-Y. Cheng. Information Flow for Secure Distributed Applications. Ph.D., MIT, Cambridge, MA, USA, Aug. 2009. Also as Technical Report MIT-CSAIL-TR-2009-040.
[30]
M. Dalton, H. Kannan, and C. Kozyrakis. Raksha: a flexible information flow architecture for software security. In Intl. Symp. on Computer Architecture (ISCA), May 2007.
[31]
J. B. Dennis and E. C. V. Horn. Programming semantics for multiprogrammed computations. Comm. ACM, Mar. 1966.
[32]
D. Devriese and F. Piersens. Noninterference through secure multiexecution. In IEEE Symp. on Security and Privacy, May 2010.
[33]
C. Dwork. Differential privacy. In International Colloquium on Automata, Languages and Programming (ICALP), July 2006.
[34]
P. Efstathopoulos, M. Krohn, S. VanDeBogart, C. Frey, D. Ziegler, E. Kohler, D. Mazières, F. Kaashoek, and R. Morris. Labels and Event Processes in the Asbestos Operating System. Oct. 2005.
[35]
A. J. Feldman, A. Blankstein, M. J. Freedman, and E. W. Felten. Social networking with frientegrity: privacy and integrity with an untrusted provider. In USENIX Security Symposium, Aug. 2012.
[36]
W. Felter, A. Ferreira, R. Rajamony, and J. Rubio. An updated performance comparison of virtual machines and linux containers. Technical report, IBM Research Division, July 2014.
[37]
D. B. Giffin, A. Levy, D. Stefan, D. Terei, J. Mitchell, D. Mazières, and A. Russo. Hails: Protecting data privacy in untrusted web applications. In Symp. on Operating Systems Design and Implementation (OSDI), Oct. 2012.
[38]
J. A. Goguen and J. Meseguer. Security policies and security models. In IEEE Symp. on Security and Privacy, Apr. 1982.
[39]
T. Hunt, Z. Zhu, Y. Xu, S. Peter, and E. Witchel. Ryoan: A distributed sandbox for untrusted computation on secret data. In Symp. on Operating Systems Design and Implementation (OSDI), Nov. 2016.
[40]
Intel Software Guard Extensions Programming Reference. Intel, Oct. 2014.
[41]
G. Klein, K. Elphinstone, G. Heiser, J. Andronick, D. Cock, P. Derrin, D. Elkaduwe, K. Engelhardt, R. Kolanski, M. Norrish, T. Sewell, H. Tuch, and S. Winwood. seL4: Formal verification of an OS kernel. In ACM Symp. on Operating Systems Principles (SOSP), Oct. 2009.
[42]
M. Krohn. Information Flow Control for Secure Web Sites. PhD thesis, MIT, 2008.
[43]
S. Lee, E. L. Wong, D. Goel, M. Dahlin, and V. Shmatikov. - Box: A platform for privacy-preserving apps. In USENIX Symp. on Networked Systems Design and Implementation (NSDI), Apr. 2013.
[44]
H. M. Levy. Capability-Based Computer Systems. Digital Press, 1984.
[45]
N. Li, T. Li, and S. Venkatasubramanian. t-closeness: Privacy beyond k-anonymity and l-diversity. In Intl. Conf. on Data Engineering (ICDE), Apr. 2007.
[46]
J. Liu, M. D. George, K. Vikram, X. Qi, L.Waye, and A. C. Myers. Fabric: a platform for secure distributed computation and storage. In ACM Symp. on Operating Systems Principles (SOSP), Oct. 2009.
[47]
P. Loscocco and S. Smalley. Integrating flexible support for security policies into the linux operating system. In USENIX Annual Technical Conf. (ATC), 2001.
[48]
A. Machanavajjhala, D. Kifer, J. Gehrke, and M. Venkitasubramaniam. L-diversity: Privacy beyond k-anonymity. ACM Trans. Knowl. Discov. Data, Mar. 2007.
[49]
F. McSherry. Privacy integrated queries. In SIGMOD, June 2009.
[50]
P. Mohan, A. Thakurta, E. Shi, D. Song, and D. E. Culler. GUPT: Privacy preserving data analysis made easy. In SIGMOD, May 2012.
[51]
A. Nadkarni, B. Andow, W. Enck, and S. Jha. Practical DIFC enforcement on Android. In USENIX Security Symposium, Aug. 2016.
[52]
B. Parno, J. M. McCune, D. Wendlandt, D. G. Andersen, and A. Perrig. Clamp: Practical prevention of large-scale data leaks. In IEEE Symp. on Security and Privacy, May 2009.
[53]
B. Parno, J. M. McCune, and A. Perrig. Bootstrapping trust in commodity computers. In IEEE Symp. on Security and Privacy, May 2010.
[54]
V. Rastogi and S. Nath. Differentially private aggregation of distributed time-series with transformation and encryption. In SIGMOD, June 2010. DATS - Data Containers for Web Applications ASPLOS'18, March 24--28, 2018, Williamsburg, VA, USA
[55]
I. Roy, S. T. Setty, A. Kilzer, V. Shmatikov, and E. Witchel. Airavat: Security and privacy for mapreduce. In USENIX Symp. on Networked Systems Design and Implementation (NSDI), Apr. 2010.
[56]
B. Russell. KVM and Docker LXC Benchmarking with Open- Stack. http://bodenr.blogspot.com/2014/05/kvm-and-docker-lxcbenchmarking- with.html.
[57]
A. Sabelfeld, A. C., and Myers. Language-based information-flow security. IEEE Journal on Selected Areas in Communications, Jan. 2003.
[58]
M. Sherr and M. Blaze. Application containers without virtual machines. In ACM workshop on Virtual machine security, Nov. 2009.
[59]
S. Smalley, C. Vance, and W. Salamon. Implementing SELinux as a Linux Security Module. Technical report, NAI Labs, Dec. 2001.
[60]
D. Stefan, E. Z. Yang, P. Marchenko, A. Russo, D. Herman, B. Karp, and D. Mazières. Protecting users by confining javascript with COWL. In Symp. on Operating Systems Design and Implementation (OSDI), Oct. 2014.
[61]
E. Stefanov, M. van Dijk, A. Juels, and A. Oprea. Iris: a scalable cloud file system with efficient integrity checks. In Annual Computer Security Applications Conference (ACSAC), Dec. 2010.
[62]
L. Sweeney. k-anonimity: A model for protecting privacy. International Journal on Uncertaint, Fuzziness and Knowledge-based Systems, Oct. 2002.
[63]
M. Tiwari, P. Mohan, A. Osheroff, H. Alkaff, E. Shi, E. Love, D. Song, and K. Asanovi?. Context-centric security. In Proceedings of the 7th USENIX Workshop on Hot Topics in Security, Aug. 2012.
[64]
B. C. Vattikonda, S. Das, and H. Shacham. Eliminating fine grained timers in Xen (short paper). In Proceedings of CCSW 2011, Oct. 2011.
[65]
L. Vilanova, M. Ben-Yehuda, N. Navarro, Y. Etsion, and M. Valero. CODOMs: Protecting software with code-centric memory domains. In Intl. Symp. on Computer Architecture (ISCA), June 2014.
[66]
L. Vilanova, M. Jordà, N. Navarro, Y. Etsion, and M. Valero. Direct interprocess communication (dipc): Repurposing the codoms architecture to accelerate ipc. In European Conference on Computer Systems (EuroSys), Apr. 2017.
[67]
D. Volpano, G. Smith, and C. Irvine. A sound type system for secure flow analysis. Journal of Computer Security, Sept. 2009.
[68]
R. N. M. Watson, J. Anderson, B. Laurie, and K. Kennaway. Capsicum: practical capabilities for UNIX. In USENIX Security Symposium, Aug. 2010.
[69]
R. N. M.Watson, J.Woodruff, P. G. Neumann, S.W. Moore, J. Anderson, D. Chisnall, N. Dave, B. Davis, K. Gudka, B. Laurie, S. J. Murdoch, R. Norton, M. Roe, S. Son, and M. Vadera. CHERI: A hybrid capabilitysystem architecture for scalable software compartmentalization. In IEEE Symp. on Security and Privacy, May 2015.
[70]
Y. Xu and E. Witchel. Maxoid: Transparently confining mobile applications with custom views of state. In European Conference on Computer Systems (EuroSys), Apr. 2015.
[71]
Y. Xu and E. Witchel. Earp: Principled storage, sharing, and protection for mobile apps. In USENIX Symp. on Networked Systems Design and Implementation (NSDI), Mar. 2016.
[72]
Y. Xu, A. M. Dunn, O. S. Hofmann, M. Z. Lee, S. A. Mehdi, and E. Witchel. Application-defined decentralized access control. In USENIX Annual Technical Conf. (ATC), June 2014.
[73]
J. Yang, K. Yessenov, and A. Solar-Lezama. Alanguage for automatically enforcing privacy policies. Jan. 2012.
[74]
A. Yip, X. Wang, N. Zeldovich, and M. F. Kaashoek. Improving application security with data flow assertions. In ACM Symp. on Operating Systems Principles (SOSP), Oct. 2009.
[75]
S. Zdancewic and A. C. Myers. Robust declassification. In IEEE Computer Security Foundations Workshop, June 2001.
[76]
N. Zeldovich, S. Boyd-Wickizer, E. Kohler, and D. Mazières. Making Information Flow Explicit in HiStar. In Symp. on Operating Systems Design and Implementation (OSDI), Nov. 2006.
[77]
N. Zeldovich, H. Kannan, M. Dalton, and C. Kozyrakis. Hardware enforcement of application security policies using tagged memory. In Symp. on Operating Systems Design and Implementation (OSDI), Dec. 2008.
[78]
Y. Zhang, J. Katz, and C. Papamanthou. Integridb: Verifiable sql for outsourced databases. In ACM Conf. on Computer&Communications Security (CCS), Oct. 2015.

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Published In

cover image ACM Conferences
ASPLOS '18: Proceedings of the Twenty-Third International Conference on Architectural Support for Programming Languages and Operating Systems
March 2018
827 pages
ISBN:9781450349116
DOI:10.1145/3173162
  • cover image ACM SIGPLAN Notices
    ACM SIGPLAN Notices  Volume 53, Issue 2
    ASPLOS '18
    February 2018
    809 pages
    ISSN:0362-1340
    EISSN:1558-1160
    DOI:10.1145/3296957
    Issue’s Table of Contents
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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Published: 19 March 2018

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Author Tags

  1. information flow control
  2. operating systems security

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  • European Union
  • NSF

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ASPLOS '18 Paper Acceptance Rate 56 of 319 submissions, 18%;
Overall Acceptance Rate 535 of 2,713 submissions, 20%

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Cited By

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  • (2022)Client-optimized algorithms and acceleration for encrypted compute offloadingProceedings of the 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems10.1145/3503222.3507737(683-696)Online publication date: 28-Feb-2022
  • (2021)Precise Correlation Extraction for IoT Fault Detection With Concurrent ActivitiesACM Transactions on Embedded Computing Systems10.1145/347702520:5s(1-21)Online publication date: 22-Sep-2021
  • (2021)ComFlex: Composable and Flexible Resource Management for the IoTIEEE Internet of Things Journal10.1109/JIOT.2020.30228738:22(16406-16417)Online publication date: 15-Nov-2021
  • (2020)An Analysis of GitLab's Users and Projects Networks2020 10th International Symposium onTelecommunications (IST)10.1109/IST50524.2020.9345844(194-200)Online publication date: 15-Dec-2020
  • (2023)Access Security Policy Generation for Containers as a Cloud ServiceSN Computer Science10.1007/s42979-023-02186-14:6Online publication date: 28-Sep-2023
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  • (2020)The state‐of‐the‐art in container technologies: Application, orchestration and securityConcurrency and Computation: Practice and Experience10.1002/cpe.566832:17Online publication date: 19-Jan-2020

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