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Rooted in Research
CodeHunter’s technology traces to AVUD (Automated Vulnerability Detection for Compiled Smart-Grid Software), a Department of Energy-funded project at Oak Ridge National Laboratory (ORNL) under the Cybersecurity for Energy Delivery Systems (CEDS) program.
The problem: energy-delivery devices run software with long operational lives, remote-update attack surfaces, and often no available source code. Conventional testing couldn’t cover the input space, and even correct source code didn’t guarantee safe compiled behavior.
ORNL’s answer: analyze the compiled artifact itself through behavioral computation to determine what it can do before trusting it to operate inside a critical system — even when source code is unavailable, and even when the software has never been seen before.



