The classifier judged this item not relevant to AI security, so it is left out of lists, feeds, the API and dataset releases. If that is wrong, report a correction on this page.
InfoResearchPeer-reviewed
The Last Mile of Fuzzing: An Efficient Fault Localization Framework for ARM Embedded Firmware
- Published
- Record updated
Summary
FirmLocator is an automated framework for fault localization in ARM embedded firmware crashes, addressing the manual post-fuzzing debugging that slows vulnerability triage. It uses event-driven memory footprint collection and history-guided propagation analysis to reconstruct data dependency chains, then scores candidate instructions. Evaluated on 19 ARM firmware binaries and 59 crashing test cases, it localized the root cause within the top 10 instructions with 98.3% accuracy.