Digital Forensics, Model Cards, mitigating systemic risks

Greetings AFCG!

I recently joined this CG and following an invitation by Sam to share my
relevant work, here is a link to a paper describing
parts of it

also
10.6084/m9.figshare.30921062

a recording of a seminar that introduces the context and justification
https://drive.google.com/file/d/1EK43uVKpS_J8f9Z1VWcpbDls_tG5TETT/view


Ultimately there is a systemic risk is that the anti fraud/forensics work
can become controlled by mobs through the opacity of ML

I am working on controlled vocabularies and model cards for digital/web
based forensics to make the representation for models and
domain shared and explicit with a view to making audit trails human readable

I would like to invite beta testers for the app  and get feedback

I look forward to be learning about the work being done here

It would be great to form some work groups to advance the state of the art

Discuss!

Happy Holidays

Paola Di Maio, PhD

---------- Forwarded message ---------
From: Sam Schlesinger <samschlesinger@google.com>
Date: Thu, Nov 20, 2025 at 9:17 PM
Subject: Re: AFCG Deep Dive Agenda
To: <paoladimaio10@googlemail.com>


Hi Paola,

This work strikes me as similar to some hallway conversations we had around
this subject, I think it is certainly appropriate for the list. If you
would like to present on this subject, I am happy to give you time in the
meeting after tomorrow's, which will be in two weeks.

Thank you for reaching out! If you'd like to chat, I'm happy to schedule
some time.

Best,
Sam

On Wed, Nov 19, 2025 at 1:44 AM Paola Di Maio <paola.dimaio@gmail.com>
wrote:

> Greetings Sam
> I am new here, and in an awkward timezone
>
> i d be interested in the summary from TPAC and to hear what you are doing
> here
>
> my interest in the subject  is 'Open standards for Digital Forensics'
> https://doi.org/10.1201/9781003512820-3
>
> the article linked above is behind a paywall unfortunately but the plan is
> obviously
> to publish an open access version asap *have not had the time yet , plus
> the schema, have a consultation with interested parties etc
>
> Here is a summary of the breakouts from me
>
> Summary of TPAC 2025 Breakout sessions
> <https://docs.google.com/document/d/1QiEbvp4HJwDLIVogAhP8Pa5D3VBokYBM/edit?usp=sharing&ouid=100993141196967133475&rtpof=true&sd=true>
>
>
> Is it okay to send a brief intro to the group? with  links?
>
> Look forward to learn more about the CG
>
> Best,
> Paola DM
>
> On Wed, Nov 19, 2025 at 12:14 PM Sam Schlesinger <
> samschlesinger@google.com> wrote:
>
>> Hi all,
>>
>> It was great to see some of you in person at TPAC. I think we had some
>> really productive discussions across the various meetings and hallway
>> conversations.
>>
>> This Friday during the Deep Dive slot we'll use the first 30 minutes to
>> do a readout from TPAC. Then, during the last 30 minutes, I will present
>> why and how to implement privacy-preserving feedback mechanisms on the
>> client-side.
>>
>> Agenda is here:
>> https://github.com/antifraudcg/meetings/blob/main/2025/11-21.md
>>
>> Minutes doc is here for those who don't want to click twice:
>> https://tinyurl.com/afcg-notes-11-21
>>
>> As usual, we'll use the following Zoom information:
>>
>> Join Zoom Meeting
>> https://w3c.zoom.us/j/83119347242?pwd=OqcbYfCfBo3iXSlvvmrfmSOmLpCTga.1
>>
>> Meeting ID: 831 1934 7242
>> Passcode: 623867
>>
>> Hope to see you there.
>>
>> Best,
>> Sam
>>
>