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Cost-Aware Robust Tree Ensembles for Security Applications

Cost-Aware Robust Tree Ensembles for Security Applications

Yizheng Chen
Shiqi Wang
Weifan Jiang
Asaf Cidon
Suman Jana
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Papers citing "Cost-Aware Robust Tree Ensembles for Security Applications"

4 / 4 papers shown
Title
Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks
Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks
Maksym Andriushchenko
Matthias Hein
62
61
0
08 Jun 2019
Certified Adversarial Robustness via Randomized Smoothing
Certified Adversarial Robustness via Randomized Smoothing
Jeremy M. Cohen
Elan Rosenfeld
J. Zico Kolter
AAML
124
2,028
0
08 Feb 2019
Multi-Layered Gradient Boosting Decision Trees
Multi-Layered Gradient Boosting Decision Trees
Ji Feng
Yang Yu
Zhi Zhou
AI4CE
139
120
0
31 May 2018
Towards Deep Learning Models Resistant to Adversarial Attacks
Towards Deep Learning Models Resistant to Adversarial Attacks
Aleksander Madry
Aleksandar Makelov
Ludwig Schmidt
Dimitris Tsipras
Adrian Vladu
SILM
OOD
257
12,029
0
19 Jun 2017

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