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Data Obfuscation Using Encoder-Multi-Decoder Architecture Patent

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Summary

The USPTO has published a patent application for a data obfuscation technique using an encoder-multi-decoder architecture. The application, filed by Julian Collado Umana and Andrew Davis, describes a method for hiding data within a hidden compartment of first data and selectively decoding it.

What changed

This document is a patent application (US20260087315A1) from the USPTO detailing a novel data obfuscation method. The invention utilizes an encoder-multi-decoder architecture where an encoder generates an embedding of first data, which contains second data in a hidden compartment. Depending on a decoder identifier, either the first data or the second data can be represented after decoding the embedding. The application was filed on April 3, 2025, by inventors Julian Collado Umana and Andrew Davis.

As this is a patent application, it does not impose direct compliance obligations or deadlines on regulated entities. However, it signifies a technological development in data security and privacy that companies in the technology sector, particularly those involved in data processing, storage, and transmission, may wish to monitor for potential future licensing or integration opportunities. The patent's abstract suggests applications in consuming applications or processes that require selective data access or protection.

Archived snapshot

Mar 26, 2026

GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.

← USPTO Patent Applications

Data Obfuscation Using Encoder-Multi-Decoder Architecture

Application US20260087315A1 Kind: A1 Mar 26, 2026

Inventors

Julian Collado Umana, Andrew Davis

Abstract

An encoder receives first data encapsulating second data in a hidden compartment along with a decoder identifier corresponding to either of a first decoder or a second decoder. The encoder then generates an embedding corresponding to the first data. The first decoder decodes the embedding to result in a representation of the first data when the decoder identifier corresponds to the first decoder. The second decoder decodes the embedding to result in a representation of the second data when the decoder identifier corresponds to the second decoder. The decoded embedding can be provided to a consuming application or process. Related apparatus, systems, techniques and articles are also described.

CPC Classifications

G06N 3/0455 G06N 3/084 H04L 9/0819

Filing Date

2025-04-03

Application No.

19169885

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Last updated

Classification

Agency
USPTO
Instrument
Notice
Legal weight
Non-binding
Stage
Final
Change scope
Minor
Document ID
US20260087315A1

Who this affects

Applies to
Technology companies
Industry sector
5112 Software & Technology
Activity scope
Data Obfuscation Data Security
Geographic scope
United States US

Taxonomy

Primary area
Cybersecurity
Operational domain
IT Security
Topics
Artificial Intelligence Data Privacy

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