CNN Robustness Research. The Theory

A post about the Convolution Neural Networks, their brittleness w.r.t. adversarial attacks, and the theory behind it.

Image credit: https://spectrum.ieee.org/

A post about adversarial robustness (in Russian) on the most known Russion technical resource habr.com.

Aleksandr Petiushko Александр Петюшко
Aleksandr Petiushko Александр Петюшко
Director, Head of ML Research / Adjunct Professor / PhD

Principal R&D Researcher (15+ years of experience), R&D Technical Leader (10+ years of experience), and R&D Manager (8+ years of experience). Running and managing industrial research and academic collaboration (35+ publications, 30+ patents). Inspired by theoretical computer science and how it changes the world.