Detecting zero-days on day zero with Machine Learning

As attackers get more numerous and start to get help from ChatGPT and other LLMs, the amount of malicious payloads that bypass our signature-based firewalls are increasing. It's becoming increasingly unrealistic to expect our Security Analysts to keep up with writing effective mitigation rules. In this talk you will hear how we are able to turn the tables and leverage ML and AI to detect and prevent zero-days on day zero.