FirmAE

FirmAE is an automated framework designed for firmware emulation and vulnerability analysis, significantly improving the emulation success rate to 79.36% through advanced arbitration techniques. Its primary use case is centered around identifying vulnerabilities in wireless router and IP camera firmware, leading to the discovery of new 0-day vulnerabilities across multiple devices. Notable features include dynamic analysis capabilities, Docker support for parallel testing, and comprehensive debugging utilities for both user-level and kernel-level analysis.