Attacks on machine learning: challenges and solutions

An obstacle to adopting machine learning for cybersecurity products is the possible attacks on machine learning algorithms: evasion, backdoors, data theft, etc. In this presentation, I will present these threats and the solutions researchers have proposed to alleviate them.