During this session we will go through how machine learning (ML) is helping on cybersecurity. We will provide practical examples on how ML “weaponize” modern cybersecurity solutions and we will check their current limitations by exploring the most common ML Attacks. The continuously raising up of complexity in the digital era makes cybersecurity harder and harder, we will provide real examples on attack scenarios and how machine learning would help a human analyst to empower detection.