Talk Abstract:
New Approaches to Computer Security:
Immunology and Intrusion Detection
Stephanie Forrest
University of New Mexico
Natural immune systems are sophisticated information processors.
They learn to recognize relevant patterns, they remember patterns
that have been seen previously, and they use combinatorics to
construct pattern detectors efficiently. Further, the individual
cells and molecules that comprise the immune system are distributed
throughout our bodies, encoding and controlling the system in
parallel with no central control mechanism.
The talk will describe a project that is incorporating principles
and mechanisms from immunology into computer security. It will
emphasize recent work on a lightweight intrusion-detection system
for networked computers. In this system, normal behavior is
defined by short-range correlations in a process's system calls---a
much simpler approach than that used previously. Initial experiments
suggest that the definition is stable during normal behavior
and that it is sensitive to several common intrusions.
1998-1999
Mathematics in Biology