Why deep-learning AIs are so easy to fool

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

David Silver, Thomas Hubert, Julian Schrittwieser et al. · Science · 2018 · 3.5K citations · Full text

Computing, Computer Science, Algorithms +13

Deep neural networks are easily fooled: High confidence predictions for unrecognizable images

Anh‐Tu Nguyen, Jason Yosinski, Jeff Clune · 2015 · 3.3K citations

Computing, Computer Science, Artificial Intelligence +13

Robust Physical-World Attacks on Deep Learning Visual Classification

Kevin Eykholt, Ivan Evtimov, Earlence Fernandes et al. · 2018 · 2.1K citations

Computing, Computer Science, Computer Vision +12

Adversarial attacks on medical machine learning

Samuel G. Finlayson, John D. Bowers, Joichi Ito et al. · Science · 2019 · 1K citations · Full text

Computing, Computer Science, Cybersecurity +8