Maximal Brain Damage: 2 Bit-Flips Can Wipe Out ResNet-50 and Qwen3-30B

Researchers from NVIDIA, Technion and IBM introduce Deep Neural Lesion (DNL) — a data-free, optimization-free attack that flips just 1–2 sign bits to drop ResNet-50 accuracy by 99.8% and crush Qwen3-30B reasoning from 78% to 0%.