How the NSA identified Satoshi Nakamoto

The ‘creator’ of Bitcoin, Satoshi Nakamoto, is the world’s most elusive billionaire.


BEAM Team

30 Aug, 2017

How the NSA identified Satoshi Nakamoto | BEAMSTART News

- From our Sponsors -

The ‘creator’ of Bitcoin, Satoshi Nakamoto, is the world’s most elusive billionaire. Very few people outside of the Department of Homeland Security know Satoshi’s real name. In fact, DHS will not publicly confirm that even THEY know the billionaire’s identity. Satoshi has taken great care to keep his identity secret employing the latest encryption and obfuscation methods in his communications. Despite these efforts (according to my source at the DHS) Satoshi Nakamoto gave investigators the only tool they needed to find him — his own words.

Satoshi Nakamoto

Using stylometry one is able to compare texts to determine authorship of a particular work. Throughout the years Satoshi wrote thousands of posts and emails and most of which are publicly available. According to my source, the NSA was able to the use the ‘writer invariant’ method of stylometry to compare Satoshi’s ‘known’ writings with trillions of writing samples from people across the globe. By taking Satoshi’s texts and finding the 50 most common words, the NSA was able to break down his text into 5,000 word chunks and analyse each to find the frequency of those 50 words. This would result in a unique 50-number identifier for each chunk. The NSA then placed each of these numbers into a 50-dimensional space and flatten them into a plane using principal components analysis. The result is a ‘fingerprint’ for anything written by Satoshi that could easily be compared to any other writing.

Related: Create awareness & reach out to more people

NSA

The NSA then took bulk emails and texts collected from their mass surveillance efforts. First through PRISM (a court-approved front-door access to Google and Yahoo user accounts) and then through MUSCULAR (where the NSA copies the data flows across fiber optic cables that carry information among the data centers of Google, Yahoo, Amazon, and Facebook) the NSA was able to place trillions of writings from more than a billion people in the same plane as Satoshi’s writings to find his true identity. The effort took less than a month and resulted in positive match.

This wasn’t the first time efforts had been made to unearth the identity of Satoshi using stylometry. Various reporters and members of the Bitcoin community have used various open source stylometry tools to attempt to uncover the true identity of Bitcoin’s creator. Their problem? They didn’t have access to trillions of emails from a billion people and they weren’t able to plug them into a supercomputer. The NSA’s proprietary software, bulk email collection ability, and computing power made it possible for them to conclusively identify Satoshi.

Related: You can now raise funds for your business on BEAM

But why? Why go to so much trouble to identify Satoshi? My source tells me that the Obama administration was concerned that Satoshi was an agent of Russia or China — that Bitcoin might be weaponized against us in the future. Knowing the source would help the administration understand their motives. As far as I can tell Satoshi hasn’t violated any laws and I have no idea if the NSA determined he was an agent of Russia or China or just a Japanese crypto hacker.

The moral of the story? You can’t hide on the internet anymore. Your sentence structure and word use is MORE unique than your own fingerprint. If an organization, like the NSA, wants to find you they will.

Related:

- From our Sponsors -

Latest Jobs

Founding Full-Stack Engineer

Saphira AI

California,

Full Time

USD 100000 — USD 150000 yearly

Founding Engineer, Platform

Givefront

California,

Full Time

USD 120000 — USD 180000 yearly

Product Engineer, Full-stack (React + Python)

MindFi

Full Time

USD 35000 — USD 45000 yearly

AI Engineer/Research

Soraban

California,

Full Time

USD 125000 — USD 250000 yearly

Senior Full Stack Software Engineer

Onsite Pro

Full Time

USD 130000 — USD 170000 yearly

Lead Engineer / CTO

Koko

Full Time

USD 160 — USD 220 yearly

Founding Localization Engineer

Theseus

California,

Full Time

USD 120000 — USD 180000 yearly

Brand Account Executive - Indonesia

Peeba

Jakarta,

Full Time

USD 600 — USD 1200 yearly

Founding GTM Engineer

Langfuse

California,

Full Time

USD 80000 — USD 140000 yearly

Senior Software Engineer - iOS

Gordian Software

Washington,

Full Time

USD 180000 — USD 200000 yearly

BEAMSTART is a hub for everything Startups, Entrepreneurship, and Innovation. Connect with a global community of people, and stay updated with the latest startup jobs, news, and discussions.

 
© 2016 - 2025 BEAMSTART. All Rights Reserved (Legal).