Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification

Erwin Quiring, Lukas Pirch, Michael Reimsbach +2

Machine learning-based systems for malware detection operate in a hostile environment. Consequently, adversaries will also target the learning system and use evasion attacks to byp…