Editing
AI for Anti-Money Laundering
(section)
Jump to navigation
Jump to search
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
== <span style="color: #FFFFFF;">Evaluating</span> == AML AI evaluation: (1) **SAR conversion rate**: of ML-prioritized alerts, what fraction result in SAR filings? Compare to legacy rule system. (2) **Detection rate**: in backtesting, does ML identify confirmed money laundering cases that rules missed? (3) **False positive rate**: analyst time spent per SAR filed. (4) **Novel scheme detection**: test on known laundering typologies not represented in training data. (5) **Regulatory examination**: third-party AML examiner evaluation of model governance, documentation, and performance β required by US bank regulators. </div> <div style="background-color: #2F4F4F; color: #FFFFFF; padding: 20px; border-radius: 8px; margin-bottom: 15px;">
Summary:
Please note that all contributions to BloomWiki may be edited, altered, or removed by other contributors. If you do not want your writing to be edited mercilessly, then do not submit it here.
You are also promising us that you wrote this yourself, or copied it from a public domain or similar free resource (see
BloomWiki:Copyrights
for details).
Do not submit copyrighted work without permission!
Cancel
Editing help
(opens in new window)
Navigation menu
Personal tools
Not logged in
Talk
Contributions
Create account
Log in
Namespaces
Page
Discussion
English
Views
Read
Edit
View history
More
Search
Navigation
Main page
Recent changes
Random page
Help about MediaWiki
Tools
What links here
Related changes
Special pages
Page information