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
Sr. Director, Head of AI 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). Hiring and transforming AI/ML teams. Inspired by theoretical computer science and how it changes the world.