competition Archives

competition

Adversarial Machine Learning, Malware Detection, and the 2021’s MLSEC Competition

Another year, another edition of the Machine Learning Security Evasion Competition (MLSEC) took place! If you don’t know what we are talking about, it is a competition promoted by some well-known Internet companies (CUJO AI, Microsoft, MRG Effitas, VMRay, and Nvidia) in which one has (i) to develop machine learning-based Read more…

By Fabrício Ceschin and Marcus Botacin, 3 years ago

competition

Adversarial Malware in Machine Learning Detectors: Our MLSEC 2020’s SECRETs

If you read any of the SECRET papers, it is not a SECRET for you that using Machine Learning (ML) to detect malware is a challenging endeavor. In one of these papers, we presented the results of our participation in a machine learning-based malware detection evasion challenge dating back 2019. Read more…

By Fabrício Ceschin and Marcus Botacin, 4 years4 years ago