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EPO Patent Granted: Abnormal Model Behavior Detection

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Published March 18th, 2026
Detected March 23rd, 2026
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Summary

The European Patent Office has granted patent EP4319048B1 for 'Abnormal Model Behavior Detection' on March 18, 2026. This patent covers novel methods for identifying and addressing unusual behavior in AI models. The grant is effective across multiple European designated states.

What changed

The European Patent Office (EPO) has granted patent EP4319048B1, titled 'Abnormal Model Behavior Detection,' with an effective date of March 18, 2026. The patent, listing Chaitanya Aggarwal, Saurabh Khare, and Tejas Subramanya as inventors, focuses on methods for identifying and managing deviations in the behavior of artificial intelligence models. This grant is effective in numerous designated states across Europe, including Germany, France, and the United Kingdom.

This patent grant signifies the formal recognition of intellectual property rights related to AI model monitoring and control. For organizations operating in the AI and computing sectors within the designated states, this means that the patented technology is protected, and its unauthorized use may constitute infringement. Companies developing or deploying AI systems should be aware of this patent when conducting freedom-to-operate analyses or developing their own AI monitoring solutions to avoid potential licensing requirements or legal challenges.

Source document (simplified)

← EPO Patent Bulletin

ABNORMAL MODEL BEHAVIOR DETECTION

Grant EP4319048B1 Kind: B1 Mar 18, 2026

Inventors

AGGARWAL, Chaitanya, KHARE, Saurabh, SUBRAMANYA, Tejas

IPC Classifications

H04L 9/40 20220101AFI20231213BHEP G06N 20/00 20190101ALI20231213BHEP

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, ME, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR

View original document →

Named provisions

Abnormal Model Behavior Detection

Classification

Agency
EPO
Published
March 18th, 2026
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
EP4319048B1

Who this affects

Industry sector
5112 Software & Technology
Activity scope
AI Model Monitoring
Geographic scope
European Union EU

Taxonomy

Primary area
Artificial Intelligence
Operational domain
Legal
Topics
Intellectual Property Machine Learning

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