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The Asymmetry of AI Security and Physical Hardware Resilience

Talkat Hardwear.io USA 2026 · 2026-05-29..05-30· [security, ai-assisted-development]
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Claim: AI currently gives attackers a practical advantage by AI-generated exploit code that rapidly expands attack surface and finds bugs faster, while defenders must do qualitative investigation to know why systems fail. Evidence: AI writes quick PoCs and tests; defense still needs human-led root-cause analysis and bespoke fixes. Work described includes fault injection and side-channel analysis on IoT hardware and shows many devices lack protections, so adopt minimal hardware protections and follow emerging guidance like the CRA resilience discussions.

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