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Matt Fredrikson
Research Assistant
Email: mfredrik [at] cs [dot] wisc [dot]
edu
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Research Interests:
I'm a second-year graduate student pursuing a PhD in computer science
at the University of Wisconsin, advised by Professor
Somesh Jha. My main academic interests lie in problems related to
computer security and privacy. Recently, I have been exploring methods
for inferring concise formal
specifications of software behavior from large amounts of raw
information, such as the product of program
analysis or execution
monitoring. This project began as part of my summer internship at
the IBM Watson
Research Center, where I had the good fortune to collaborate with
a
number of great researchers. This work has yielded a few
interesting results, which we discussed in a recent paper. Check
back in a few weeks for more details on this work.
I have also taken an interest in the forensic
analysis of network intrusions. In a recent project with a few collaborators,
we began to develop a logic for reasoning about system and network
intrusions in terms of the artifacts left behind in event logs and the
causal
relationships between them. We are currently developing a
programming language that utilizes this logic to provide intrusion
analysis and querying facilities to system administrators faced with
the task of puzzling out the details of an intrusion, and hope to
release the software soon. This project is still in its infancy, so
check back periodically for more updates.
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