MLSEC (Machine Learning Security Evasion Competition) is an initiative sponsored by Microsoft and partners CUJO AI, NVIDIA, VMRay, and MRG Effitas with the purpose of raising awareness of the expanding attack surface which is now also affecting AI-powered systems.
In its 3rd edition the competition allowed defenders and attackers to exercise their security and machine learning skills under a plausible threat model: evading antimalware and anti-phishing filters. In the competition, defenders aimed to detect evasive submissions by using machine learning (ML), and attackers attempted to circumvent those detections.