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Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).
Python 56 9
Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)
Python 18 1
Robust Reinforcement Learning with the Alternating Training of Learned Adversaries (ATLA) framework
Python 13 2
ZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks
Python 118 39
Robustness vs Accuracy Survey on ImageNet
Python 85 23
Development Repository for GPU-accelerated GBDT training
C++ 54 14
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