ANOMALY DETECTION IN NETWORK STREAMS THROUGH A
DISTRIBUTIONAL LENS
A Thesis
Submitted to the Faculty
in partial fulfillment of the requirements for the
degree of
Doctor of Philosophy
in
Computer Science
by
Chrisil Arackaparambil
DARTMOUTH COLLEGE
Hanover, New Hampshire
September 2011
Examining Committee:
Amit Chakrabarti, Chair
David Kotz
Sergey Bratus
Mark Crovella
Brian W. Pogue, Ph.D.
Dean of Graduate Studies
Dartmouth Dissertations are made available through the Dartmouth Digital Library.
Degree
Thesis (Ph.D.)--Dartmouth College.
Copyright
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