AI Fraud Systems Frazzled by Covid-19
Seismic changes in customer behavior are seeing machine learning solutions throw out false positives.
Banks are reporting a sharp rise in cases of internal and external fraud perpetrated during the coronavirus pandemic – and with typical patterns of behavior among retail and corporate clients turned on their respective heads, detection systems that rely on past patterns of behavior to make predictions are struggling to cope.
In ordinary times, machine learning technology can dramatically improve fraud detection rates by spotting transactions that look atypical of observed customer behavior
Only users who have a paid subscription or are part of a corporate subscription are able to print or copy content.
To access these options, along with all other subscription benefits, please contact info@waterstechnology.com or view our subscription options here: http://subscriptions.waterstechnology.com/subscribe
You are currently unable to print this content. Please contact info@waterstechnology.com to find out more.
You are currently unable to copy this content. Please contact info@waterstechnology.com to find out more.
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Printing this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@waterstechnology.com
Copyright Infopro Digital Limited. All rights reserved.
You may share this content using our article tools. Copying this content is for the sole use of the Authorised User (named subscriber), as outlined in our terms and conditions - https://www.infopro-insight.com/terms-conditions/insight-subscriptions/
If you would like to purchase additional rights please email info@waterstechnology.com
More on Regulation
Using genAI for post-trade processing could reduce failures, fines
Shortening settlement times are pressuring firms to do more, faster. IBM’s Soren Mortensen argues that genAI and ML can help eliminate errors and speed up post-trade processes.
ECB’s Lagarde sets out vision for integrated European capital market
The president of the European Central Bank argues for a more ambitious, top-down approach to the capital markets union.
Industry unsure of SEC’s new short-selling transparency rule
Does the SEC’s recent 10C-1a rule provide sufficient transparency while protecting traders’ short-sale positions from a GameStop-style backlash? The data will be key.
Settlement ‘instructions’: Firms look to US for guidance as Europe braces for T+1
Operations professionals in Europe look across the pond for lessons in managing shorter settlement cycles.
New crypto Isins seen as ‘really important’ step for TradFi adoption
Execs at TP Icap and Societe Generale say the identifier removes a major barrier for crypto acceptance.
In ‘unusual’ move, Virtu fights $25m SEC fine for data safeguarding breach
Virtu disputes the regulator’s claim that employees had ‘unfettered’ access to consumer data.
What firms should know ahead of the DSB’s UPI launch
Six jurisdictions have set deadlines for firms to implement the derivatives identifier, with more expected to follow.
Europe’s AI Act is taking shape. How will the UK respond?
As the EU pushes through a historic AI Act, its neighbor is left wondering how to keep up.
