Claude AI Just Cracked a Post-Quantum Test Scheme and Found a Faster 7-Round AES Attack

July 28, 2026 1 Min Read 0

Threat Intelligence Brief

Curated summary with source attribution

Source: thehackernews.com

Threat Risk: Informational
Victim: Users of experimental post-quantum cryptographic schemes
Incident: AI-assisted recovery of keys for the HAWK-256 test scheme and acceleration of 7-round AES attacks.
Impact: Low immediate risk to production systems, but represents a significant theoretical leap in AI-driven vulnerability research.
Attacker: Anthropic (Claude AI / Mythos Preview)
Analysis: The research highlights a shift where LLMs can autonomously identify mathematical symmetries to accelerate key-recovery attacks. While the HAWK-256 and 7-round AES results are currently impractical for production environments, they signal a new era of AI-assisted cryptanalysis. The AES result specifically optimizes existing meet-in-the-middle attacks by removing a 256-way guessing step.
Recommendations: Monitor NIST’s final decisions on PQC candidates like HAWK; Prioritize migration to fully standardized post-quantum algorithms; Stay updated on AI-enhanced cryptanalytic research
Source: The Hacker News

Editorial note: this post summarizes third-party reporting and links to the original source.
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