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EPO Patent EP4028954A1: Continuous Learning for Fraud Detection

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Published March 11th, 2026
Detected March 25th, 2026
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Summary

The European Patent Office has published patent application EP4028954A1, detailing a method for continuous learning in automatic fraud detection on telecommunications networks. The patent, assigned to Worldline, focuses on enhancing fraud detection capabilities through ongoing machine learning processes.

What changed

This document is a notice of a published European patent application (EP4028954A1) by Worldline, concerning a system for continuous learning in automatic fraud detection. The patent describes a method for utilizing accessible services on a telecommunications network to enhance fraud detection through ongoing machine learning, aiming to improve the accuracy and adaptability of fraud detection systems.

As this is a patent publication, it does not impose direct regulatory obligations or compliance deadlines on regulated entities. However, companies operating in financial services, technology, and telecommunications may find the described technology relevant for their fraud prevention strategies. Compliance officers should note this as a development in fraud detection technology, particularly for entities involved in online transactions and data security.

Source document (simplified)

← EPO Patent Bulletin

CONTINUOUS LEARNING FOR THE AUTOMATIC DETECTION OF FRAUD ON AN ACCESSIBLE SERVICE ON A TELECOMMUNICATIONS NETWORK

Publication EP4028954A1 Kind: A1 Mar 11, 2026

Applicants

Worldline

Inventors

HE-GUELTON, Liyun, SIBLINI, Wissam, FRERY, Jordan, OBLE, Frédéric

IPC Classifications

G06N 3/04 20060101AFI20210319BHEP G06N 3/08 20060101ALI20210319BHEP G06Q 20/40 20120101ALI20210319BHEP H04L 29/06 20060101ALI20210319BHEP

Designated States

AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR

View original document →

Named provisions

CONTINUOUS LEARNING FOR THE AUTOMATIC DETECTION OF FRAUD ON AN ACCESSIBLE SERVICE ON A TELECOMMUNICATIONS NETWORK

Classification

Agency
EPO
Published
March 11th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4028954A1

Who this affects

Applies to
Financial advisers Technology companies
Industry sector
5112 Software & Technology 5222 Fintech & Digital Payments 5170 Telecommunications
Activity scope
Fraud Detection Cybersecurity
Geographic scope
European Union EU

Taxonomy

Primary area
Cybersecurity
Operational domain
IT Security
Compliance frameworks
NIST CSF
Topics
Artificial Intelligence Financial Services

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