427 Botnet fm qxd



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Botnets - The killer web applications

www.syngress.com
280
Chapter 7 • Ourmon: Anomaly Detection Tools
427_Bot_07.qxd 1/8/07 3:40 PM Page 280


TCP Anomaly Detection
The basic 30-second TCP port report is a snapshot of individual
hosts using TCP, the main goal being to catch TCP-based scanning
hosts.
The basic 30-second TCP port report is sorted by ascending IP
address.This allows you to spot hacked hosts on the same subnet.
The basic TCP port report may show large parallel scans.There is
one line per IP host.
The basic TCP port report includes only hosts with nonzero TCP
work weights.
The TCP work weight is a per-host measurement of TCP efficiency.
The TCP port report shows a number of attributes per host,
including L3 and L4 destination counts. These are unique counts of
L3 IP destination addresses and L4 TCP destination ports during the
sample period.
The TCP port report also includes a SA/S statistic that can indicate
that a host is mostly acting as a server.
The TCP port report includes a port signature at the end, which is
sorted in ascending order.The port signature can show that more
than one host is doing the exact same scan.
The TCP worm graph shows the overall number of scanners, remote
or local, as an RRDTOOL graph.
The TCP port report has a number of hourly summarized forms,
including the basic port signature form, work weight > 40, P2P
hosts, and the so-called syndump form, which shows all local hosts.
The port host TCP port report summarization statistic is a highly
aggregated summarization of work done by an individual host during
a day.
www.syngress.com
Ourmon: Anomaly Detection Tools • Chapter 7
281
427_Bot_07.qxd 1/8/07 3:40 PM Page 281


UDP Anomaly Detection
Ourmon has a 30-second UDP port report that is similar to the TCP
port report.There is no summarization at this time.
The port report is sorted by the UDP work weight, which represents
a per-host value based on the number of UDP packets sent and
ICMP errors returned.
The UDP work weight for the top host is graphed in the UDP work
weight graph every 30 seconds.This is an RRDTOOL graph.Thus
this graph may show large UDP events.
The UDP anomaly mechanism typically captures UDP scanning
systems or UDP DOS attacks.
The default UDP work weight threshold is 10000000. Any events
with UDP work weights larger or equal to this threshold are put in
the event log (see Chapter 9).
Detecting E-mail Anomalies
The e-mail syn report has a 30-second and hourly summarized form.
An e-mail-specific work weight is given so that e-mail connections
can be distinguished from other kinds of connections.
The e-mail syn report is sorted by e-mail SYN count.
The e-mail reports may show a local host sending spam.Typically,
locally infected hosts will appear high in the summarization
compared to normal mail gateways.
The e-mail syn report is anomaly-based. Normal behavior and local
normal e-mail hosts should be determined by observing the
summarized daily report over time.

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