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Network Security Focus-IDS
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Re: Specification-based Anomaly Detection

Subject: Re: Specification-based Anomaly Detection
Date: Tue, 11 Jan 2005 10:28:31 +0100
Kohlenberg, Toby wrote:

Stefano, could you expand on which part you agree with? I'm really
confused to think that you would agree that anomaly detection would
be new to IDS.

I would agree that:
- anomaly detection is needed as a complementary approach to misuse detection because of the inherent limits of the latter
- and that anomaly detection (in particular techniques which are not rate-based) is a relative "newcomer" in the COMMERCIAL field of intrusion detection, where most of the products are built on a misuse detection approach.



is zero day

Or highly polimorph attacks, yes.

Or custom-written attacks

Absolutely correct !

Really? What about apps that all tunnel over a single port?

That would be a problem even if you work at application layer ;)

Please note that Ofer was not advocating HOST-based intrusion detection but NETWORK-based approaches working at layer 7

Are you getting the application that IANA says runs on that port or
are you getting SAP using telnet on some random port or Cisco using
HTTP on yet another random port?

That's something that the algorithm we have developed can recognize ;)

This is basic misuse detection, it does not mean you can deliver an actionable anomaly detection result.

No, but it does give you a much better chance of finding "actionable"
(or ignorable)

Yes, but since we are discussing wether or not ANOMALY detection is "actionable" (I'm not a native speaker but this word sounds horrible to me :) this objection is not relevant. Or better, it says exactly what Tom and I were saying: anomaly detection is not, and this is a disadvantage wrt misuse detection.


Best,
Stefano

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