Commercial Integrator + Security Sales April 2024 - 48
MONITORING MATTERS
(Continued from page 46)
the need to have a monitored area completely blanketed in
the technology in order to realize its benefi ts).
Anomaly Detection Applications
Anomaly Detection: This is a broad term with many potential
applications, but there are a few key examples in the security
industry that jump out.
■ Anything that can be measured over time and plotted
on a line chart can be trained into an anomaly-detection
model. Computers are capable of noticing regular patterns
in the behavior of critical metrics and alerting you
if there are major deviations from patterns that have been
seen in the past. Applications include predictive maintenance
on critical security equipment, crowd behavioral
patterns and temperature/humidity/noise fl uctuations in
a monitored area.
■ Increasingly, novel presence detection technologies are
creating computer-readable insights about who is coming
and going from a monitored premise. These behavioral
patterns can train AI models to elevate new insights about
normal and abnormal presence of devices and individuals
in critical areas.
■ Anomaly detection is also particularly useful in cybersecurity.
" Normal behavior " and " normal access patterns "
can oſt en be quantifi ed, and AI models then can tell you
when there is access or behavior that looks abnormal. For
instance, your number of " friend requests per second "
on Facebook is an easily measurable quantity. Facebook
regularly employs AI models to detect if an account is suddenly
sending a far larger than normal number of friend
requests. If so, it can automatically block that account and
fl ag it as hacked/spamming.
Expect to hear a lot more about artifi cial intelligence at ISC
West in Las Vegas, scheduled for April 9 to 12.
It was essential that this article be accurate and on point. To that
end, I consulted, and created this content in collaboration with,
Joe Loſt us and Mik Cox of Ubiety Technologies, Inc. SSI
PETER GIACALONE is president of Giacalone Associates, an independent security consulting fi rm serving central stations, manufacturers
and dealers. He can be reached at peter@giacaloneassociates.com.
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Commercial Integrator + Security Sales April 2024
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