FirmAE

FirmAE FirmAE is a fully-automated framework that performs emulation and vulnerability analysis. FirmAE significantly increases the emulation success rate From Firmadyne's 16.28% to 79.36% with five arbitration techniques. We tested FirmAE on 1,124 wireless-router and IP-camera firmware images fr...

hello-ReGrade-security

hello-ReGrade-security A hands-on demo of zero-day discovery withReGrade. You'll point an ordinary test suite at ReGrade, record it against a tiny service, replay it against a second copy of the same service , and use Claude Code + the ReGrade MCP tools to surface a password-hash leak — a...

Toward Risk Thresholds for AI-Enabled Cyber Threats: Enhancing Decision-Making under Uncertainty with Bayesian Networks

Artificial intelligence AI is increasingly being used to augment and automate cyber operations, altering the scale, speed, and accessibility of malicious activity. These shifts raise urgent questions about when AI systems introduce unacceptable or intolerable cyber risk, and how risk thresholds...