Wallet Security, AI, and the Possible End Times of the Blockchain

Wallet Security, AI, and the Possible End Times of the Blockchain

Contrary to common belief, a blockchain wallet doesn’t "hold" your crypto—it simply grants access to funds based on a private key. If someone guesses your private key, they immediately take full control of your wallet.

Think of it like only needing to guess a password to log in—without needing a username.

How Private Keys Work (And Why That’s Terrifying)

A private key is just any 64-digit hex number, like this:

8f2a5594905e26d2c3e9f95f3d3b4e6c9a4b0f5e6d8c7a4f5b1c2d3e4f6a7b8c        

Here’s the mind-bending part: every private key is valid, and unlocks a wallet. You can just randomly bang on your keyboard making any 64-digit hex, and it will instantly unlock a wallet.

If you type the key above into MetaMask (don’t), it will instantly unlock this corresponding wallet:

0x1C1d82D31C89aAB8448993D679d8A48a132d34b1        

This applies to hot and cold wallets alike. Hardware wallets (like Trezor or Ledger) provide security only if the private key remains secret. If an attacker finds the private key, the hardware is not needed (!) to control the wallet.

Why This Is Supposed to Be Safe

The security model relies on astronomically large numbers. There are more possible private keys than grains of sand in the universe. Your odds of randomly picking a private key that actually controls a wallet with funds are vanishingly small.

Or are they?

Memory Wallets: The First Cracks in the System

In the early blockchain days, some degens used memory wallets—private keys based on simple, easy-to-remember patterns. This allowed them to access funds from any device without storing a seed phrase.

Terrible idea.

I’ve shown the following to a few blockchain engineers, who stared in disbelief. Asking chatgpt for some quick private key ideas:

I quickly found an active wallet: 0x668417616f1502D13EA1f9528F83072A133e8E01

It has very little in it, but it has been used. In the dozen times I’ve done this experiment, I've always found active wallets. The record so far is an abandoned wallet that held $800 in various currencies (and no, I did not drain it.. but could have).

The Real Lesson Here

The security of private keys only holds up if they are truly random. Any pattern, weakness, or bias in the way private keys are generated shrinks the keyspace, making it easier to guess valid wallets.

And guess what? Random number generators (RNGs) are rarely truly random.

The History of "Random" Failing

Weak RNGs have caused major security failures for decades:

  • 2010 – The PlayStation 3 hack happened because Sony used a weak random number generator.
  • 2013 – A bug in Android’s Java RNG led to duplicate private keys across wallets.
  • 2022 – The Ethereum vanity address generator Profanity was compromised, allowing hackers to brute-force private keys and steal $3.3M.

Now, consider that every blockchain wallet relies on random number generation. How can we be sure that MetaMask, Phantom, or Trezor don’t have a similar flaw?

Bad Actors & Massive Computing Power

It’s easy to dismiss reports of compromised wallets as user error or browser exploits, but what about cases like these?

?? Cold wallet hack discussion

?? Bybit cold wallet exploit

A little voice in the back of my head whispers: "Were these private keys guessed?"

If I were a black-hat hacker trying to break wallets, here’s how I’d do it:

  1. Analyze wallet creation methods – Study how MetaMask, Trezor, and Ledger generate private keys.
  2. Reverse-engineer RNG flaws – Find any patterns or biases in key generation.
  3. Leverage massive computing power – Crypto miners already have trillions of hashes per second at their disposal. Nation-states have supercomputers that could be repurposed for this.

A dedicated attacker could easily unlock and trillions of private keys per day, scanning for active wallets. If even one flaw is found in a wallet provider’s RNG, the results could be catastrophic.

AI, Quantum Computing & the End of Blockchain?

For now, we’re probably safe—but the landscape is changing fast.

  • AI & Machine Learning: AI is excellent at pattern recognition. If wallet RNGs have even the slightest bias, AI could drastically narrow down the search space for private keys.
  • Quantum Computing: It’s generally accepted that quantum computing might break elliptic curve cryptography (ECC) in the next decade. This would undermine the blockchain entirely, but likely we’d see this coming. If however, we focused Quantum Computers on the RNG number space weakness, this might be usable in the immediate future.

The real danger? A rapid loss of confidence.

It is entirely possible, and perhaps even foreseeable, that several private key attacks will occur. If the compromised wallet provider is small, it may not have much impact and may actually go undetected. However, if the compromise is big, fast, and unidentified, it’s easy to picture a scenario where faith is suddenly lost in the blockchain all at once, and everyone goes running for the exits like the 1929 stock market crash.?

This type of loss-of-confidence could be unrecoverable.

Is it Time to Panic?

Probably not.. but maybe.

Here are a few steps to mitigate risk:

? Don’t store all your crypto in one wallet – Spread your assets across multiple services and wallet providers.

? Use some hardware wallets – While not bulletproof, they offer additional security layers. Be cautious of updates to firmware.

? Be skeptical of addresses created for you – If you didn’t generate the private key yourself, don’t trust it.

? Stay updated on security risks – The blockchain landscape is evolving fast, and exploits can emerge suddenly.

For now, all I can say is don’t put all your crypto eggs in one basket.?

Michael S.

Web3 Entrepreneur & Fundraising Specialist | Angel Investor | Blockchain & AI Enabler | IDO Marketing, Partnerships, and Business Development expert in AI/Infra/RWA/GameFi/DeFi/Metaverse/NFT | Strategic Advisor

3 周
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Jason Kaehler

加密游戏 | NFT | 网络3 | 元界

4 周

this is wild, i've wondered about this too. great writeup!

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Random Number Generation is indeed a crucial and critical component of mnemonic seed generation! However many hardware wallet manufacturers have come up with several mitigations like using analog systems to add non-digital entropy and especially the ability to use (or integrate) dice rolls for true entropy. In the case of dice rolls, pro-weighted dice are recommended, 50 rolls will provide a 12 words seed phrase and 100 rolls (or 20 rolls of 5 dice) will generate enough entropy for a 24 words mnemonic seed phrase.

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Mark Kreitler

Senior Programmer at EVE Games

4 周

Terrific article in every sense of the word.

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Yes, right now you can go type any 64 digit hex number into metamask's "Import Account" and it will unlock a wallet. You can then go check if that wallet contains anything at https://blockscan.com/

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