Re: NEED HELP FOR WORK

[Hazen Valliant-Saunders via Snort-devel <snort-devel () lists snort org>]

Good Morning Ghislain;

I wrote my Masters on this subject; and consult in this field.

AI / ML is very broad ( since you have a model we'd need to figure out how
to code up the classifier and then run Dev and integration testing on it)
we would have to use the Plugin API / develop a plugin for Snort.

We'd have to work on integrating it as a Plugin for Snort (which is where
we'd need to develop said model / plugin )

I will be happy to help you work on this.

Regards,
Hazen

On Thu, 1 Jun 2023 at 09:26, Ghislain Hounmenou via Snort-devel <
snort-devel () lists snort org> wrote:

> Hello everyone, I hope you're doing well. Currently, I'm working on
> developing a machine learning plugin for Snort. My idea is to enhance
> Snort's capabilities by adding behavior-based (anomaly) detection in
> addition to signature-based detection. For this purpose, I trained a
> machine learning model using PCA for dimensionality reduction and SVM as
> the classifier, using the CICIDS2017 dataset. Now, I would like to know how
> I can integrate the trained model into Snort. Are there any existing works
> in this direction that can guide me or provide some ideas? I need to
> present the solution in two weeks.
>
> Thank you. Regards
> --
> *Ghislain HOUNMENOU*b
> +229 96 418 892 / 64 489 787
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>
> Please visit http://blog.snort.org for the latest news about Snort!


-- 
Hazen Valliant-Saunders
MSc CISSP CISM CDPSE CMC
IT/IS Consultant
(613) 355-5977

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