That's a very interesting subject but I'm sorry to tell u that it is not a brand new subject.

I don't see really how a String based or signature based IDS such as snort would use an AI implementation since AI is not so far able to define new attacks signature.

But it could help for:
- signature-based active IDS that would dynamically take the decision to block e frame or reply with false information to a probe.
- False alarm & negative DoS
- log correlation
- a my opinion AI would hugely heuristics based IDS.

If a site is created for your project shares the url...