Shelby Hall Graduate Research Forum Presentations
Document Type
Presentation
Abstract
Limited research has been conducted on SNNs for FPGA Trojan detection. FPGA design is often handled by manufacturers outside the U.S. FPGA manufactures outsource production to third-party foundries. This multi-step process introduces security vulnerabilities and increases risk of Hardware Trojan insertion.
Key Questions: To what extent can an FPGA be manipulated at the bitstream level to enable or disable encryption algorithms?
Can SNNs accurately detect the presence of Trojans within an FPGA?
Publication Date
3-2026
Department
Computer Science
Recommended Citation
Arnett, Kylie, "Detecting Bitstream-Level FPGA Trojans with an SNN" (2026). Shelby Hall Graduate Research Forum Presentations. 7.
https://jagworks.southalabama.edu/southalabama-shgrf-presents/7