I too am interested in experiences with rspamd and LLMs, so if there is 
anything people don't want to share on-list, please loop me in. :)

Thanks !

Laura


On Tuesday, 30 July 2024 at 18:51, Walt E via Postfix-users 
<postfix-users@postfix.org> wrote:

> Can you share your experience on LLM for rspamd? Any links/resources are
> appreciated.
> 
> Thank you
> 
> On 2024-07-30 21:42, chandan via Postfix-users wrote:
> 
> > In POSTSCREEN i use 12 blocklists and whitelists. each is given a
> > particular score based on a custom ML algorithm. The scores get
> > adjusted everyday based on the performance of the RBLs. I don’t reject
> > based on SPF, DMARC, or DKIM.
> > 
> > However i do have spam detection powered by RSPAMD, which takes into
> > account SPF,DKIM,DMARC and host of other stuff. right now experimenting
> > with LLMs as tool to detect SPAM apart from the standard baye’s.
> > 
> > On 2024-07-30 11:52, Jaroslaw Rafa via Postfix-users wrote:
> > 
> > > Dnia 30.07.2024 o godz. 12:38:15 Matus UHLAR - fantomas via
> > > Postfix-users pisze:
> > > 
> > > > > I filter messages only based on RBLs, manual blocklists and content
> > > > > filtering (SA + many custom rules). And as for the latter, the 
> > > > > messages are
> > > > > sent to spam folder, never rejected. Rejections are based only on 
> > > > > first two.
> > > > 
> > > > Funny, since multiple people in the past recommended rejecting on
> > > > spamminess, not on the results of single DNSBL listing.
> > > 
> > > I use only two DNSBLs that - at least for me - seem to give almost no
> > > false
> > > positives - bl.spamcop.net and zen.spamhaus.org. In the past I used
> > > three -
> > > instead of zen.spamhaus.org I was using dul.dnsbl.sorbs.net and
> > > sbl-xbl.spamhaus.org. But because sorbs.net went down, and
> > > zen.spamhaus.org
> > > seems to effectively combine these two, I changed it.
> > > 
> > > Of course I always have the option to manually override DNSBL listing
> > > in my
> > > manual access list, but I don't remember when I last had to use it.
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> 
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