StealthCo @FlagshipPioneer
robust ML @MIT
neuroscience @PiN_Harvard
Jun 23, 2022 • 8 tweets • 4 min read
Is it possible that adversarially-trained DNNs are already more robust than the biological neural networks of primate visual cortex? Here is a short thread for our #ICML2022 paper arxiv.org/pdf/2206.11228…. 1/8
Biological neurons supporting visual recognition in the primate brain are thought to be robust. Using a novel technique, we discovered that neurons are in fact highly susceptible to nearly imperceptible adversarial perturbations. 🙈2/8