Detecting Model Weight Tampering in GPU Memory (Rome Attacks)

rafaeldavidtin · hn · 2026-10-19

A Stealthium blog post explores detecting 'Rome attacks' that tamper with model weights directly in GPU memory during inference — modifying model behavior without touching the model files. Covers the attack mechanics and practical detection techniques, relevant to model supply chain and deployment security.

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