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Abstract:
Serverless distributed computing has received significant attention from both
the industry and the research community. Among the most
popular applications are the wide area network file systems,
exemplified by CFS, Farsite and OceanStore. These file
systems store filbes on a large collection of untrusted
nodes that form an overlay network. They use cryptographic
techniques to secure files from malicious nodes. Unfortunately,
cryptographic techniques cannot protect a file holder
from a Denial-of-Service (DoS) or a host compromise attack.
Hence, most of these distributed file systems are vulnerable
to targeted file attacks, wherein an adversary attempts
to attack a small (chosen) set of files by attacking
the nodes that host them.
In this talk, I will describe LocationGuard - a location
hiding technique for securing overlay file storage systems
from targeted file attacks. LocationGuard has three essential
components: (i) location key that serves as the key to
the location of a file, (ii) lookup guard, a secure algorithm
to locate a file in the overlay network such that neither
the key nor the location is revealed to an adversary,
and (iii) a set of location inference guards against
various inference attacks such as lookup frequency, IP-address,
file replica, and file size inference attacks. We show
that the combination of location key, lookup guard, and
location inference guards makes it very hard for an adversary
to infer the location of a target file by either actively
or passively observing the overlay network. LocationGuard
can be used to mitigate Denial-of-Service (DoS) and host
compromise attacks by constructing an efficient file
access control mechanism, while adding almost zero performance
overhead and very minimal storage overhead to the overlay
file system.
Biography: Ling
Liu is currently an associate professor at the <http://www.cc.gatech.edu/>College
of Computing at <http://www.ogi.edu/>Georgia Tech. She directs
the research programs in Distributed Data Intensive
Systems, examining research issues and technical challenges
in building scalable and secure distributed data intensive
systems. Her current research interests include performance,
security, and privacy issues in peer to peer and grid
computing, mobile location based services, sensor network
systems, and distributed enterprise computing technology. Her
recent research in security has been focused on developing
safe guards for securing wide area distributed data
intensive systems, including event guards, content
guards, location guards, trust guards. She has published
over 150 international journal and conference articles.
She currently serves as co-chair of several IEEE conferences,
including the co-PC chair of IEEE 2006 International
Conference on Data Engineering (ICDE 06), the vice
chair of the Internet Computing track of the IEEE 2006
International Conference on Distributed Computing (ICDCS
06), and is on the editorial board of several international
journals, including an associate editor of IEEE Transactions
on Knowledge and Data Engineering (TKDE), International
Journal of Very Large Databases (VLDBJ), and International
Journal of Web Service Research. Most of Dr. Liu's
current research has been sponsored by <http://www.nsf.org> NSF, <http://www.doe.gov>DoE, <http://www.darpa.mil> DARPA, <http://www.ibm.com> IBM, and <http://www.hp.com>HP.
More information may be found at: http://www.cc.gatech.edu/~lingliu/
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