Maximal Brain Damage Without Data or Optimization: Disrupting Neural Networks via Sign-Bit Flips
Published in TMLR, 2026
A handful of critical sign bits can break a neural network. Finding them reveals where protection matters most.
Authors: Ido Galil, Moshe Kimhi, Ran El-Yaniv
Galil: NVIDIA · Kimhi: Technion · El-Yaniv: Technion, NVIDIA. *Equal contribution.
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