Muhammad Irshad is a Security Research Leader at Cisco, specializing in the intersection of AI and cybersecurity. He currently leads the SnortML project, leveraging over a decade of experience to advance cybersecurity through the power of artificial intelligence. Outside of work, Muhammad enjoys spending quality time with his family and loved ones.