MLSEC-2021-solution

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}
}