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AI cracks crypto signature algorithm, raising quantum migration concerns

Created at 30 Jul · 4:32 AM1 source↑ Market-relevant
IN SHORT

Anthropic's Claude AI model found a flaw in the HAWK digital signature scheme, significantly reducing the computational effort to break it. While current Bitcoin and Ether signatures are unaffected, the development highlights the accelerating pace of cryptographic attacks and the urgency for migrating to quantum-resistant cryptography.

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Key Numbers

60 hourstime taken for AI attack
$100,000computing cost of AI attack
2^64original operations to break HAWK key
2^38operations after AI attack
200 to 800factor improvement on AES attacks

Who's Involved

Anthropic
AI company whose Claude Mythos Preview model discovered the HAWK vulnerability
Claude Mythos Preview
AI model that identified the cryptographic flaw
HAWK
Proposed digital signature scheme targeted by the AI attack
NIST
National Institute of Standards and Technology, involved in cryptographic standardization
AI cracks crypto signature algorithm, raising quantum migration concerns

↳ Why This Matters

The discovery highlights the increasing threat of advanced cryptanalytic attacks, potentially shortening the window for migrating digital infrastructure to quantum-resistant cryptography and impacting the long-term security of cryptocurrencies and online transactions.

Key facts

  • Anthropic's Claude AI model identified a vulnerability in the HAWK digital signature scheme.
  • The AI attack effectively halved the smallest key strength of HAWK, reducing computational requirements.
  • The attack cost around $100,000 and took 60 hours.
  • Bitcoin and Ether's current digital signatures are not affected by this specific vulnerability.
  • The findings highlight the increasing speed of classical cryptanalytic attacks, impacting the timeline for migrating to quantum-resistant cryptography.

An artificial intelligence model developed by Anthropic has successfully identified a significant flaw in the HAWK digital signature scheme, a candidate for replacing current web and banking security protocols in a post-quantum computing era. The AI-driven attack, costing approximately $100,000 and taking 60 hours, reduced the computational effort required to break HAWK's smallest key parameters from an estimated 2^64 operations to 2^38.

While this specific vulnerability does not affect current Bitcoin or Ether transactions, which use elliptic curve signatures, the development underscores the rapidly advancing capabilities of classical cryptanalytic attacks. This acceleration challenges the timelines for migrating to quantum-resistant cryptography, a process already underway as networks like Bitcoin consider proposals such as BIP-360 and BIP-361 for future security upgrades.

The research also yielded improvements against a weakened version of AES encryption, by factors of 200 to 800. Smaller, though still significant, improvements were noted against Poseidon, a hash function crucial for many zero-knowledge proof systems used in privacy protocols and rollups. The findings from Anthropic align with concerns that cryptographic attacks are improving at a pace that necessitates swift action in adopting new security standards.

Frequently asked questions

HAWK is a proposed digital signature scheme designed to be a replacement for current security protocols, aiming to be resistant to quantum computer attacks.

No, Bitcoin and Ether currently use elliptic curve signatures, which were not targeted by this specific AI attack. HAWK is not a scheme Bitcoin plans to migrate to.

It is a type of cryptography designed to be secure against attacks from both classical and future quantum computers.

It demonstrates that AI can rapidly find weaknesses in cryptographic algorithms, potentially outpacing human review and accelerating the need to transition to quantum-resistant methods.

What Happens Next

01HAWK authors and NIST will continue to evaluate the impact of the AI-driven attack.
02Cryptocurrency networks will continue to debate and plan migration strategies for quantum-resistant cryptography.

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Cadence

How It Developed

Anthropic's Claude AI model discovered a flaw in the HAWK digital signature scheme.
The AI attack reduced the work needed to break HAWK's smallest key strength from 2^64 to 2^38 operations.
The attack cost approximately $100,000 and took 60 hours to complete.
The flaw was disclosed to HAWK's authors and NIST in June.
Current Bitcoin and Ether signatures remain unaffected as they use different algorithms.
The development underscores the need for faster migration to quantum-resistant cryptography.
A second AI-driven attack improved on a weakened version of AES encryption by factors of 200 to 800.
Smaller improvements, under tenfold, were noted against Poseidon, a hash function used in zero-knowledge proofs.

Sources

T1
Bitcoin's quantum plan assumes some algorithms break. AI just weakened one in 60 hoursCoinDesk

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