Maksym Andriushchenko (@max-andr)
github

max-andr

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Top repositories

1

relu_networks_overconfident

Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]
Python
181
star
2

square-attack

Square Attack: a query-efficient black-box adversarial attack via random search [ECCV 2020]
Python
149
star
3

joint-cnn-mrf

Implementation of "Joint Training of a Convolutional Network and a Graphical Model for Human Pose Estimation"
Python
56
star
4

provably-robust-boosting

Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks [NeurIPS 2019]
Python
49
star
5

adversarial-random-search-gpt4

Adversarial Attacks on GPT-4 via Simple Random Search [Dec 2023]
Jupyter Notebook
41
star
6

provable-robustness-max-linear-regions

Provable Robustness of ReLU networks via Maximization of Linear Regions [AISTATS 2019]
Jupyter Notebook
31
star
7

cross-lipschitz

Formal Guarantees on the Robustness of a Classifier against Adversarial Manipulation [NeurIPS 2017]
Python
18
star
8

qa-semantic-web

Bachelor Thesis: A simple way to interact with the Semantic Web using a natural language
Python
2
star
9

MIPVerify_data

Data for MIPVerify package.
Python
1
star