Friday, 2 October 2020

Reinforcement Learning for Anti-Ransomware Testing

ML models have recommended themselves as a powerful tool for cyberdefense. AI/ML is heavily used in antiviruses (EDR), Next-Gen Firewalls, and SIEM (SOAR) solutions to solve the classification problem as well as to discover anomalous behavior that may indicate a presence of an attacker with the help of Supervised and Unsupervised Learning. Deep Learning helps to filter spam emails and mark fake news to protect users against disinformation [1].