Data Obfuscation Using Encoder-Multi-Decoder Architecture Patent
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, 2026GovPing 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.
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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