Cochrane

output

20142024

most citedStable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks

11 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

Anders Huitfeldt1 · h 8
Bethany Watkins1 · h 3
Binghu Lin1 · h 1
B. Moran1 · h 21
D. Cochran1 · h 22
Fred R. Cohen1 · h 4
Madhavi Krishnan1 · h 3
P. Farrell1 · h 15
Qinxu Ding1 · h 8
Qiyu Kang1 · h 14
Rowan Walker-Gibbons1 · h 6
S. Howard1 · h 25

collaborating institutions

Arizona State UniversityUS1 paper
Defence Science and Technology GroupAU1 paper
École Polytechnique Fédérale de LausanneCH1 paper
Nanyang Technological UniversitySG1 paper
Northwestern Polytechnical UniversityCN1 paper
RMIT UniversityAU1 paper
The University of MelbourneAU1 paper
University of OxfordGB1 paper
University of RochesterUS1 paper
University of Southern DenmarkDK1 paper

Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 11 cited

Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks

Qiyu Kang, Yang Song, Qinxu Ding +1

Deep neural networks (DNNs) are well-known to be vulnerable to adversarial attacks, where malicious human-imperceptible perturbations are included in the input to the deep network…