Identifying assets on modern networks is more complicated than ever due to the adoption of software defined networks, virtual machine environments, container environments, hybrid clouds, and internet-connected smart devices. This presentation dives into original research and lesser-known techniques that can be used to quickly discovery devices across complex environments, without the use of passive traffic analysis or credentials.