This document summarizes the work of the 360 Marvel Team on vulnerability mining for cloud and virtualization platforms. The team focuses on attack and defense techniques for virtualization technologies like Docker, Xen, KVM, and VMware. They have developed a virtualization fuzzing framework, guest OS escape tools, and hypervisor strengthening solutions. The team presented on their fuzzing framework, analysis of vulnerabilities in network device emulation, and achievements in finding over 10 vulnerabilities in 2 platforms over 120 days of testing.