Matthew Green: AI makes side-channel attacks a 2-hour project instead of 6 months

matthew_d_green · x · 2026-10-24

Cryptographer Matthew Green and Max Levchin discuss AI agents as a security threat. Green notes that side-channel attacks on shared resources (disk, RAM, cache, network contention) were once academic hand-waving — a six-month grad student project with zero academic payoff. Now, with AI assistance (citing Astra), such an attack takes about two hours to build and could plausibly half-work. He explains the core technique: a low-rate beacon signaling an agent's presence lets a second agent key in on modulating shared resources. Key takeaway: AI has collapsed the implementation cost of sophisticated attacks, turning theoretical threats into practical ones.

Related event: Green and Levchin Debate How Easily AI Agents Can Covertly Communicate via Side Channels(5 posts)→

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