Data exfiltration, or data theft, is a common event that occurs during a breach. This talk will go into detail on specific tools and techniques that attackers have used to exfiltrate data from victim organizations and the ways that we can identify evidence of data access, data staging or data theft. By understanding how attackers steal data during a breach, organizations can improve their ability to detect and prevent data theft.