Bavi Sadayappan is a Senior Threat Intelligence Analyst on Google Threat Intelligence Group’s Financial Crime Analysis team, where she focuses on deep dive research into specific threats that include malvertising, crypters, and most recently, the trends and shifts within the ransomware ecosystem in 2024. She brought with her multiple years of insights from working on Mandiant’s Vulnerability Team, where she not only did day to day assessments of vulnerability risk, but also high-level trending analysis, such as looking at the time from vulnerability disclosure to exploitation.