A competition report for the 3rd edition of the Machine Learning Security Evasion Competition (MLSEC-2021) sponsored by CUJO AI, VM-Ray, MRG-Effitas, Nvidia and Microsoft. The approach described in the link below was ranked 2nd for both defender and attacker tracks.
https://zenodo.org/record/5534783/files/mlsec2021.pdf?download=1
@misc{mosquera_alejandro_2021_5534783,
author = {Mosquera, Alejandro},
title = {{amsqr at MLSEC-2021: Thwarting Adversarial Malware Evasion with a Defense-in-Depth}},
month = sep,
year = 2021,
publisher = {Zenodo},
doi = {10.5281/zenodo.5534783},
url = {https://doi.org/10.5281/zenodo.5534783}
}