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Detecting Anomalous Network Activity - Patent EP4078417A1

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Published March 25th, 2026
Detected April 1st, 2026
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Summary

The European Patent Office published EP4078417A1, a patent application by Microsoft Technology Licensing LLC for methods of detecting anomalous network activity using trained classifiers. The patent covers machine learning and AI-based approaches to identifying unusual network patterns for cybersecurity applications.

What changed

Microsoft Technology Licensing LLC was granted European Patent EP4078417A1 for techniques in detecting anomalous network activity. The patent, published March 25, 2026, covers methods using trained classifiers and machine learning algorithms (classified under G06N 5/01 and G06N 7/01) to identify unusual network behavior patterns. The designated states include all EU member states plus Switzerland, Norway, and other European countries.

Patent publications do not create compliance obligations or require regulatory action. Compliance teams may reference this patent for awareness of Microsoft's intellectual property in AI-driven network security. No deadlines, filing requirements, or penalties are associated with this publication.

Source document (simplified)

← EPO Patent Bulletin

DETECTING ANOMALOUS NETWORK ACTIVITY

Publication EP4078417A1 Kind: A1 Mar 25, 2026

Applicants

Microsoft Technology Licensing, LLC

Inventors

BERTIGER, Anna Swanson, SANNA PASSINO, Francesco, NEIL, Joshua

IPC Classifications

H04L 9/40 20220101AFI20260122BHEP G06N 5/01 20230101ALI20260122BHEP G06N 7/01 20230101ALI20260122BHEP H04L 41/142 20220101ALI20260122BHEP H04L 41/147 20220101ALI20260122BHEP G06F 21/55 20130101ALI20260122BHEP H04W 12/12 20210101ALI20260122BHEP H04L 43/0811 20220101ALI20260122BHEP

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 →

Classification

Agency
EPO
Published
March 25th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4078417A1

Who this affects

Applies to
Technology companies
Industry sector
5112 Software & Technology
Activity scope
Patent Publication
Geographic scope
European Union EU

Taxonomy

Primary area
Cybersecurity
Operational domain
Intellectual Property
Topics
Artificial Intelligence

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