6 citations · 12 across the 9 of their papers we have counts for
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cs.LG2021
Minimal Multi-Layer Modifications of Deep Neural Networks
Idan Refaeli, Guy Katz
Deep neural networks (DNNs) have become increasingly popular in recent years. However, despite their many successes, DNNs may also err and produce incorrect and potentially fatal o…
cs.LG2021★ 5 cited
Neural Network Robustness as a Verification Property: A Principled Case Study
Marco Casadio, Ekaterina Komendantskaya, Matthew L. Daggitt +4
Neural networks are very successful at detecting patterns in noisy data, and have become the technology of choice in many fields. However, their usefulness is hampered by their sus…